{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# 第二部分：坐标轴操作\n",
        "\n",
        "坐标轴操作是图表美化的关键部分，包括设置坐标轴范围、刻度、标签等。\n",
        "\n",
        "## 学习内容\n",
        "1. `plt.xlim()` 和 `plt.ylim()`：设置坐标轴范围\n",
        "2. `plt.axis()`：一次性设置 x 和 y 轴范围\n",
        "3. `plt.xticks()` 和 `plt.yticks()`：设置刻度位置和标签\n",
        "4. `plt.xlabel()` 和 `plt.ylabel()`：设置坐标轴标签\n",
        "5. `plt.title()`：设置图表标题\n",
        "6. `plt.grid()`：显示网格线\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "# 导入必要的库\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# 设置中文字体（如果需要显示中文）\n",
        "plt.rcParams['font.sans-serif'] = ['Arial Unicode MS', 'SimHei', 'DejaVu Sans']\n",
        "plt.rcParams['axes.unicode_minus'] = False  # 解决负号显示问题\n",
        "\n",
        "# 在 Jupyter Notebook 中内联显示图形\n",
        "%matplotlib inline\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.1 plt.xlim() 和 plt.ylim()：设置坐标轴范围\n",
        "\n",
        "这两个函数用于设置 x 轴和 y 轴的显示范围。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.xlim(left, right)  # 设置 x 轴范围\n",
        "plt.ylim(bottom, top)  # 设置 y 轴范围\n",
        "```\n",
        "\n",
        "**参数说明**：\n",
        "- `left/right`: x 轴的最小值和最大值\n",
        "- `bottom/top`: y 轴的最小值和最大值\n",
        "- 可以只设置一个值，另一个值保持自动：`plt.xlim(left=0)`\n",
        "\n",
        "**返回值**：\n",
        "- 返回当前坐标轴范围的元组：`(min, max)`\n",
        "\n",
        "**使用场景**：\n",
        "- 放大显示数据的特定区域\n",
        "- 统一多个子图的坐标轴范围\n",
        "- 创建特定比例的图表\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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            "text/plain": [
              "<Figure size 1200x400 with 2 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 5：设置坐标轴范围\n",
        "x = np.linspace(0, 10, 100)\n",
        "y = np.sin(x)\n",
        "\n",
        "# 自动范围（默认）\n",
        "plt.figure(figsize=(12, 4))\n",
        "plt.subplot(1, 2, 1)\n",
        "plt.plot(x, y, 'b-', linewidth=2)  # 'b-'表示蓝色实线，linewidth=2 设置线宽为2\n",
        "plt.title('自动范围（默认）', fontsize=14)\n",
        "plt.grid(True, alpha=0.3)\n",
        "\n",
        "# 手动设置范围\n",
        "plt.subplot(1, 2, 2)\n",
        "plt.plot(x, y, 'b-', linewidth=2)\n",
        "plt.xlim(2, 8)  # 只显示 x 从 2 到 8 的部分\n",
        "plt.ylim(-0.5, 0.5)  # 只显示 y 从 -0.5 到 0.5 的部分\n",
        "plt.title('手动设置范围', fontsize=14)\n",
        "plt.grid(True, alpha=0.3)\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.2 plt.axis()：一次性设置 x 和 y 轴范围\n",
        "\n",
        "`plt.axis()` 可以一次性设置 x 和 y 轴的范围，更加便捷。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.axis([xmin, xmax, ymin, ymax])  # 列表形式\n",
        "plt.axis('equal')  # 等比例坐标轴\n",
        "plt.axis('off')  # 关闭坐标轴\n",
        "plt.axis('tight')  # 紧凑模式\n",
        "plt.axis('auto')  # 自动模式（默认）\n",
        "```\n",
        "\n",
        "**常用模式**：\n",
        "- `'equal'`: x 和 y 轴使用相同的比例\n",
        "- `'scaled'`: 缩放坐标轴使图形填满显示区域\n",
        "- `'tight'`: 紧凑模式，去除多余的空白\n",
        "- `'auto'`: 自动调整（默认）\n",
        "- `'off'`: 关闭所有坐标轴和刻度\n",
        "- `'on'`: 显示坐标轴（默认）\n",
        "\n",
        "**返回值**：\n",
        "- 返回当前坐标轴范围的元组：`(xmin, xmax, ymin, ymax)`\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1200x1000 with 4 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 6：plt.axis() 的不同用法\n",
        "x = np.linspace(0, 10, 100)\n",
        "y = np.sin(x)\n",
        "\n",
        "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n",
        "\n",
        "# 1. 手动设置范围\n",
        "axes[0, 0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0, 0].axis([2, 8, -0.5, 0.5])\n",
        "axes[0, 0].set_title('手动设置范围 [2, 8, -0.5, 0.5]', fontsize=12)\n",
        "axes[0, 0].grid(True, alpha=0.3)\n",
        "\n",
        "# 2. 等比例坐标轴（适合绘制圆形等）\n",
        "theta = np.linspace(0, 2*np.pi, 100)\n",
        "circle_x = np.cos(theta)\n",
        "circle_y = np.sin(theta)\n",
        "axes[0, 1].plot(circle_x, circle_y, 'r-', linewidth=2)\n",
        "axes[0, 1].axis('equal')\n",
        "axes[0, 1].set_title('等比例坐标轴 (equal)', fontsize=12)\n",
        "axes[0, 1].grid(True, alpha=0.3)\n",
        "\n",
        "# 3. 紧凑模式\n",
        "axes[1, 0].plot(x, y, 'g-', linewidth=2)\n",
        "axes[1, 0].axis('tight')\n",
        "axes[1, 0].set_title('紧凑模式 (tight)', fontsize=12)\n",
        "axes[1, 0].grid(True, alpha=0.3)\n",
        "\n",
        "# 4. 关闭坐标轴\n",
        "axes[1, 1].plot(x, y, 'm-', linewidth=2)\n",
        "axes[1, 1].axis('off')\n",
        "axes[1, 1].set_title('关闭坐标轴 (off)', fontsize=12)\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.3 plt.xticks() 和 plt.yticks()：设置刻度位置和标签\n",
        "\n",
        "这两个函数用于自定义坐标轴的刻度位置和标签。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.xticks(ticks, labels, rotation=0, ...)\n",
        "plt.yticks(ticks, labels, rotation=0, ...)\n",
        "```\n",
        "\n",
        "**参数说明**：\n",
        "- `ticks`: 刻度位置（列表或数组），如果为 None 则不改变位置\n",
        "- `labels`: 刻度标签（列表），如果为 None 则使用默认标签\n",
        "- `rotation`: 标签旋转角度（度数）\n",
        "- `fontsize`: 标签字体大小\n",
        "\n",
        "**常用操作**：\n",
        "- 只设置位置：`plt.xticks([0, 1, 2, 3])`\n",
        "- 设置位置和标签：`plt.xticks([0, 1, 2], ['A', 'B', 'C'])`\n",
        "- 旋转标签：`plt.xticks(rotation=45)`\n",
        "- 隐藏刻度：`plt.xticks([])` 或 `plt.xticks(visible=False)`\n",
        "\n",
        "**使用场景**：\n",
        "- 自定义日期时间标签\n",
        "- 使用文字标签代替数字\n",
        "- 调整刻度密度\n",
        "- 旋转长标签以避免重叠\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1400x1000 with 4 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 7：自定义刻度位置和标签\n",
        "x = np.linspace(0, 10, 100)\n",
        "y = np.sin(x)\n",
        "\n",
        "fig, axes = plt.subplots(2, 2, figsize=(14, 10))\n",
        "\n",
        "# 1. 默认刻度\n",
        "axes[0, 0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0, 0].set_title('默认刻度', fontsize=12)\n",
        "axes[0, 0].grid(True, alpha=0.3)\n",
        "\n",
        "# 2. 自定义刻度位置\n",
        "axes[0, 1].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0, 1].set_xticks([0, 2, 4, 6, 8, 10])\n",
        "axes[0, 1].set_yticks([-1, -0.5, 0, 0.5, 1])\n",
        "axes[0, 1].set_title('自定义刻度位置', fontsize=12)\n",
        "axes[0, 1].grid(True, alpha=0.3)\n",
        "\n",
        "# 3. 自定义刻度标签（文字标签）\n",
        "axes[1, 0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[1, 0].set_xticks([0, 2.5, 5, 7.5, 10])\n",
        "axes[1, 0].set_xticklabels(['起点', '四分之一', '中点', '四分之三', '终点'])\n",
        "axes[1, 0].set_yticks([-1, 0, 1])\n",
        "axes[1, 0].set_yticklabels(['最小值', '零', '最大值'])\n",
        "axes[1, 0].set_title('自定义刻度标签（文字）', fontsize=12)\n",
        "axes[1, 0].grid(True, alpha=0.3)\n",
        "\n",
        "# 4. 旋转标签（适合长标签）\n",
        "categories = ['January', 'February', 'March', 'April', 'May', 'June']\n",
        "values = [23, 45, 56, 78, 13, 45]\n",
        "axes[1, 1].bar(categories, values, color='skyblue', edgecolor='navy', alpha=0.7)\n",
        "axes[1, 1].set_xticks(range(len(categories)))\n",
        "axes[1, 1].set_xticklabels(categories, rotation=45, ha='right')\n",
        "axes[1, 1].set_title('旋转标签（避免重叠）', fontsize=12)\n",
        "axes[1, 1].grid(True, alpha=0.3, axis='y')\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.4 plt.xlabel() 和 plt.ylabel()：设置坐标轴标签\n",
        "\n",
        "这两个函数用于设置 x 轴和 y 轴的标签文本。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.xlabel(label, fontsize=None, color=None, ...)\n",
        "plt.ylabel(label, fontsize=None, color=None, ...)\n",
        "```\n",
        "\n",
        "**参数说明**：\n",
        "- `label`: 标签文本（字符串）\n",
        "- `fontsize`: 字体大小（整数或字符串，如 'large', 'small'）\n",
        "- `color`: 标签颜色\n",
        "- `labelpad`: 标签与坐标轴的距离（像素）\n",
        "\n",
        "**使用场景**：\n",
        "- 说明坐标轴代表的物理量或变量\n",
        "- 添加单位信息\n",
        "- 提高图表的可读性\n",
        "\n",
        "**注意事项**：\n",
        "- 标签应该清晰、简洁\n",
        "- 如果变量有单位，应该在标签中包含单位\n",
        "- 可以使用 LaTeX 语法显示数学公式\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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+fZJa6REREapcuXIqZ86c6vDhw+mOIT4+Xnl7e6thw4alaf3Tp08r0OZtmz17dpp7+APq008/TXX7Fy5cUJUqVVK5cuVSAQEBql27dio6Ojrd+yXcg/RIFyKbmjRpEpMmTXqk186ZMweAl156ibCwMBYsWGDufRcXF0enTp3M686YMYMZM2YA0KFDhyTbunbtGvv27QNg9erVXL9+nU2bNtmss23bNlq2bMnOnTupW7eu+XGDwZBinCdPnqR3794cPHiQCRMmMHjwYJo1a0bTpk2ZOXNmhnvUCyGEEMk5e/Ysvr6+No/t37+fRYsWMWHChCS10CMjI1Osq1mpUiVGjBhhXh43bhxBQUEMHjzY/NjIkSOTff1nn33GsmXLKFu2LGfOnDE/7u/vz4kTJ/j+++959tlnbXrNXbhwgdKlS5MrV65U99fk+PHj7Nq1i4kTJ3L27FmOHTtG165dbfYzcU1VkPMBIYQQ6bNgwQJeeeUVateuzXvvvUdgYCBHjhxh1qxZbNu2jYsXL5InT55H2vbQoUOZPn06jRo1YtKkSRgMBlasWEGrVq345ptv6Nu3r836Pj4+LFu2jBo1atC7d2/CwsJ4/vnneeWVV9L0flFRUdSqVYsbN27w22+/UbhwYUCbQ+WPP/6gWrVqzJw5k19//RVfX18OHDgAaHXB//33X2rXrm2zveDgYLZs2UK5cuUYPXo0H374Yaox1K1bl7179zJjxgzzvCsm8+bN44033qBy5co2c7RcvHiRtm3bMnbsWMaNG2d+PFeuXKxatYr69evTokULfvrpJ3MPetPr1qxZk2ws7dq1o2TJkly4cCHVuAF++uknQDvHeOutt1i6dClxcXE267zyyivs27fPPB+LianneXLmz5/P4MGD8ff3Z8uWLURERNCuXTsaN27Mt99+m+yIPeHG9M7kCyEcy9QjfebMmcmuU7p06WR7pB84cEAZDAYFqHv37qnDhw8rQO3Zs0eFhYWpCxcuqAsXLqizZ88qQE2bNs382M2bN5Nsb9y4cea7wcuWLVMeHh7qm2++UUppPRKOHz9urn22efNm9e6776ojR46kuI+nT59WL7/8svL29lbFihVTv/32m/m5iIgI9fLLLytAderUyVw/VQghhHAEU490e3XPTTXRTTXSrYWHh6fYI71evXrq2LFj5p+qVauq5s2b2zxWpkwZuz3SIyMjVfny5VXVqlXVr7/+atMjXSlLjdFFixaZHzMajapAgQLJ1jg19Ui3rtFeqlQp1bBhQ/Xjjz+quLg41a5dO+Xn52fzvR0UFKRGjRqVZHtyPiCEECKtPdITEhJU0aJFVbFixZL0DDZ9P61du9bua1Prkf7nn38qQPXs2dPmcaPRqDp16qRy5syp7ty5Y/e1kydPVoDy8/NT9+7dS3EfEvv+++/VmTNnVGxsrBo4cKDNOcGtW7dU/fr1VZEiRdQnn3yiAgMDVUxMjPrll18UoP79999kt7t792716aef2v15++23lY+PjzIYDGrChAl2X3/mzBnl6+urnnjiiSTX85999pkC1NGjR+2+dt++fSooKEiFhITYjG5bvXp1ir3EV65cqZ577jlVrFixVI9bfHy8KlOmjAJtnpYBAwao4OBgFRoaqi5duqRGjx6tHj58qPr06aPKly+vjh8/rt566y1zDXR7jEaj+umnn1TNmjXN5wnXr183P3/o0CFzj/tJkybZ1MYXQhLpQmQDZ86cydAwc9OEHlFRUapGjRrmxxMn0gcPHqyee+45pVTSyUb37Nmjihcvri5evGiO6+rVqyogIMC8zTNnzqgXXnhBTZgwwXwC89NPP5kvnHfs2KHq16+vypQpk+TL6tatW+qrr75SzZs3Vx4eHipnzpyqadOmysvLS/n6+ib5KVCggAoJCVEeHh6qe/fu6o8//lBGozFLfh9CCCGyrx9++EG1adNGxcbGKk9PzzR9zxYvXlxFRUWpNm3aqD/++CPJNh1R2iU8PFxdv37d5jvVxGg0qhIlStgM5TZ9v3///fd2t5faZKNKaUPL8+XLp6pVq6bi4+NVfHy88vDwUFOnTrXZlpwPCCGEUCp9pV2io6OTTHgZGRmpxowZk+yNaaVST6QPGTJEAWr79u0qNDTU5mfevHkKUCtWrEjyuqioKFWlShXz9+HEiRNT3Qd7TDe8t2/fbn7s3Llzqnr16mrLli3msiWrVq1SPXv2VKVKlUr3e5w+fVq9/fbbytfXVxUrVkytX78+xfW3b9+uwsLCkjxeo0aNVMur/fPPPyne+Dadb5gmZjeZMWOGAmzyB/Z8/vnnytPTU1WrVk01bNhQhYaGqkqVKqm9e/eqN998Uz322GMqKirKnEg3TQI7YsSIJNs6cOCAGj58uCpVqpQCVPny5VXp0qXtnj94eXmpKlWqKE9PT5UvXz41bty4VGMV7kFKuwiRDRQoUIBZs2aZl5ctW8aOHTsYNWoURYoU4fTp0wQHB5MvXz62b9/Od999R/fu3WnWrBkAhQoVAmD8+PEcOnSI3r17s3jx4iTvExoayo0bN+zGEB0dzaVLl8xDrOLj4+nbty+enp7069fPPInIkiVLSEhIoF69elSuXJnOnTuzbds2ALy8vPjuu++oVKkS7733ns0+nTlzhrfeeovChQszdOhQnn76aapWrcrVq1cJDQ3lwoUL1KlTx7y+r68vd+7cYe3atXz++ed8//33NGzYkK1bt9qd5E0IIYRIi65du9qUMrGe3Hv16tUMGzaMTZs2mYdtT58+nd9//x0/Pz/Wr19vd5sLFizg4cOHNo/16tWLfPny8dlnn9k8HhQUZHcb/v7++Pv7c+rUqSTPGQwGOnTowPz584mLi8Pb25vly5eTM2dO2rZtm+L+KjuTjZoULFiQTz75hD59+rBw4UI6duyI0Wi0maBMzgeEEEI8Cl9fX3bt2sVvv/3G8ePHOX36NJcuXTJ/L5km8U4v0/fkk08+mew6Fy9eTPLY4MGDOXbsGOPGjeOrr75i/PjxtG7d2uY7J6XtlSxZ0uaxxO8/bdo0mjZtCkCNGjWYOnUqR48etSn7ZnLlypUUJ9scOnQohw8fpn379rz11lv4+vqydetWm3Xq1atnnkDT3oSlBw4c4NChQ8yePdv82J07d/j111/p06ePuTzMo5Y+MZWC2bBhA6+99prddf7++29Gjx7NCy+8wI0bN4iIiCBfvnwcP36cQ4cO8fXXX5snYzWpUaMGH374IcOGDeOpp56ifv365ufmzJnD3LlzqV+/Pu+++665ZG1ERAQ7duygatWq5olJQctxxMXF8eGHHzJhwgTGjx/PF198keIEqSL7k7NHIbKB3Llz079/f5RSfPLJJ+zatYtWrVqZa6T7+fnx7rvv0r9/f3r37s2BAwf4+eefqVixIu+99565XuqgQYPw8fGhSpUqdhPp6bF8+XI2bNjAokWL8PHxsXlu9OjRHDhwgC1btiSpe1q8eHHGjRvHsGHD6Nu3r7keXIMGDThx4gTly5fn22+/pXHjxnz++ecMGDCAzz//nMWLF/PHH3+Ya6pu3ryZNm3asHr1ai5fvszSpUtp0qSJXDQLIYRwqMcee4wKFSoAmGuali5dmhIlSgAkqZVucv36dS5dupTsdhMSEoiPjyciIsLm8YiICK5cuQJAkSJFKFKkSJrirFevHl9++SVHjhyhWrVqLFy4kO7duxMQEJCm1yenV69eTJgwgU8//ZQqVaoAWoLdRM4HhBBCPIrevXuzZMkSSpcuTZMmTWjdujW1atXi2LFjDBgw4JG3azQaAfj111/tzukB2ve4tZUrV/L111/TrFkzPvjgAypVqsSzzz5Lr169OHz4MP7+/im+Z758+Zg7dy67d+9mwYIFjB8/nkKFCnHlyhXGjx/Pyy+/TJs2bczrv/POO7zwwgt4eXklqdcO8MMPPzBkyJBU93Xt2rWsXbvW7nMXLlwwn6vY8+GHH1KwYEFefPFF82PLly9nwIABHDt2jOnTp6f6/impXr06ZcqUYenSpckm0gcNGkSOHDmYOnWqzXwnYWFh9OrVi9KlSzNo0KAkrxs8eDCLFy/mjTfe4NChQ+ak/7Rp0xg7diwhISG0bNmSCRMmsHPnTvLnz8+ECRMoWbIkGzZsMP9d9O7dm127dnHy5EkuX77MmjVreP311zO03yIb0LlHvBDCAeLi4tSqVatUnTp1FKDy5Mmjtm/frk6ePKlOnjypfHx8VP/+/c3La9euVQEBAQpQgYGBql+/fmr58uUqISFBKaXUypUrFaCmTp2qRowYYS7t0qtXL3MZmMSlXUzDsc+cOWOOa82aNUoppb777jvzc3PnzlWAGjhwoHk902v37NmjlNKGzYWEhKgWLVoku889e/ZUXl5e6q+//lKxsbGqevXqqkKFCuZ96NChg8qTJ4/dIWpCCCGEI3h6etrMSWKvRvrw4cNV8eLFk7zWVGs9Iz/2hq3bK+2ilFI7d+5UgFq+fLn69ttvFaD27t2b7L6ZSrtYa9iwoU1pF5Pdu3erc+fOmbd74sQJm+flfEAIIYRSaS/tsmfPHgWoVq1aJal1bfp+Sm4bqZV2efPNNxWgDhw4kOS5s2fPqlWrVtnUCj9//rwKDAxUQUFBNrXKX3jhBQWol19+OcV9MYmPj1dVqlRROXLkUHPnzlXh4eHq1VdfVTly5EhSwuaff/5RgMqbN6/dWuy3b9+2mUMl8U/Dhg3VE088keI6sbGxyca6b98+BajPP/88yXOvvfaaAtS6devStN+m0i5ffvmlWrZsmRo8eLCqX7++OnjwoHn+lIMHDyqltPlNNm/ebH7ttWvXzM+1adNGNWzYUEVFRamWLVsqHx8fm/MYU2kXE1N9+eRKAF2+fFkVKFBA1alTRxmNRrV3715lMBjUhx9+qJTSytL5+Piovn37pmk/hfuQRLoQLu7BgweqdOnSClAVKlRQn332merWrVuqF99Tp05VCxcuVM2aNVNeXl6qa9eu5m2aEunWP4+SSDcxXTj/8MMPysPDQ7Vq1crmizvxhbNSSk2YMEF5e3ury5cv293vO3fuqKCgINW9e3ellOWLcuPGjeZkwbRp0zJ6eIUQQohkpZRIv3//voqKilJDhw5VJUqUSPJa6wm87f1Ur15dtWrVKsV17F1cJ5dIv3LlinrjjTfUn3/+qcqWLauaNWuW4r6ZEhU7duww/1SpUsVuIt1k8ODBysfHR8XExNh9Xs4HhBDCvaU1kW76v/y1116zefz69evqscceU4CaO3eu3demlkjfvHmzAm2CSeskfXx8vGrRooXy8PBQ//zzj1JKqdjYWHNnteXLl9ts5/79+6p48eIKtMkzUxMZGakWLVqknnvuOeXr66ty5cqlADV+/Hib9cLCwlTNmjVV7ty5laenp3lelvQwJZ0fRVxcnKpWrZqqVq2aiouLU0ppc63cv39fXbhwQe3YsUMFBgaqEiVKJBtXXFycOnDggJo5c6bq1KmTOadgMBhUpUqVVP/+/dWlS5fU3bt3VWBgoGrWrJkyGo3qyJEjydaoN+3T0KFDlcFgUPPnz7d5PnEi3Wg0qtKlS6t27dolu6/ffPONAsyTlXfu3FkVLVpUJSQkqFdffVXlzJlT6qKLJGRMoxAuLiAggF9++QUfHx9zfbKBAwfarGMq7WIq9WKtT58+3Lt3z6YGqsm9e/e4fPky9evXx9PTE4C4uDhu375NQkICoA0xv337NmFhYanGWq1aNdatW0fjxo3x9vZO8rz1sO7XXnuNnj17JjtkPTg4mBkzZpjryLVv356VK1fSrFkzateuTZUqVRg8eHCqMQkhhBCZYfHixebvY3tDlnPnzk3u3LmTfb2vry85c+ZMcdh1ag4fPmzz/dy9e3fWr1/PmTNnePHFF5PUSy1Xrpx53hSTxHVTGzZsaG7fu3ePPHnyAFot9bVr19KgQYMkJVwSk/MBIYRwbwsWLGDnzp12nxs7diwNGzYkODiY+fPnkzNnTipVqsTZs2f55ptvCAkJ4ebNm2m6/rSnWbNm9OvXj3nz5lG/fn26d++On58fy5cvZ9euXYwePdp8XT1y5Ej+/PNPevfuzXPPPWezncDAQJYsWULTpk157bXXqFevXorl1nLkyEHv3r2pVq0a169fZ/v27Xh6ejJnzhyaN29Oo0aNuHTpEl27duXo0aP8/PPPnDx5kvfee4/OnTuzcuVKc0nWzLBr1y42btzIoUOHOHLkCEWKFOHxxx/n3r173L9/33z9bxIWFsaiRYvo16+fzeMPHz6kaNGi3Lt3D19fX2rVqsXw4cNp1KgRDRs2NJ83mEyaNIm3336biRMnUrx4cUA7T0jOpEmTaNWqlU0pHBPr8weDwcCKFSuoVKlSstt64YUXuHv3Lq1atQLg/fffJ0+ePBw6dIhvvvmGyZMnm2MSwkzvTL4QwjECAwMfeWi4qZe5yblz59SsWbOS9Cjr1atXqttKqUd64ufu37+v5s6dq95++227Q8GtnTx5MsND4NMyO7wQQgiRVkuXLjX3WlPKtkd6dHS0unjxorp79+4jbbtu3brq6aefTvfrrHukN2zYMF3fk7NmzTJvx9Qj/fDhw+af6tWr2/Rw69atm6pevboaPHiw6tOnjwKS9BCzJucDQgjh3kw90lP6OXz4sFJKqYMHD6o2bdqoPHnyqJw5c6qGDRuqb7/9Vt29e1d5eXmpjh072n2P1HqkK6X1Vp4zZ46qXbu2ypEjhwoMDFT16tVTS5cuNa+zdu1aZTAYVKlSpdSDBw+S3dbIkSMVoJo1a2YuK5bYv//+qz755BPVsmVLZTAYVMmSJdUPP/ygTp06pSpVqqRq1aqlPvvsMxUUFKQCAwPV2rVrza/94IMPFKCeeOKJJCVgEps2bZqaPHmyKlmypGrcuHGK6ya2YcMG8+8gV65cqmTJkqp27dqqXbt2qk+fPmrYsGHq448/VkuWLFHr169XwcHBqnr16na39eOPP6rt27er6OjoNL13165dFaBy5sypSpcubXed5HrZ79u3T82fP19Vr15d1alTJ8X3MZ3bZORHCOmRLkQ28emnnxITE/NIr03c+6xUqVL0798/yXqzZ89mxowZdrexa9cuOnfunK73zZ07NxMmTCAiIoJu3bqlOON3SEgIc+fOTdf2E7PuRSeEEEJkVM+ePW2WPTw8zL2hfH19de/FtGTJEh4+fJjm9QsXLpzkserVq5vbjRo1snluwIABzJkzh1WrVnHjxg369u1Lnz590h2nnA8IIYR7GDduHOPGjUvTujVq1GD9+vV2n4uLi0v2dS+99BIvvfRSits2GAy8+uqrvPrqq8mu0759e/PEpCmZPHkykydPTnGduLg4xo4dS8WKFfnmm2944YUXzCOytm3bRkREBJ07d6ZGjRrMmzePkiVLml87fvx4SpYsydq1a5OdwNzkxIkTLFiwAF9fX4YPH55q7NZatmzJsWPHKFasWIoj5kxefvllZs2axfXr1wkJCbF57plnnknXey9dupSgoCB++eWXVI9lYg8ePKBfv34UKVKEiRMnprhu165dKVOmTLq2L0RiBqXs1HMQQogsEhcXZ3dYtxBCCCHch5wPCCGEyM4iIiLw9/d/5OedzfXr1/Hx8SFv3ry6xqGUIiEhAS8v6ScssoYk0oUQQgghhBBCCCGEEEKIFHjoHYAQQgghhBBCCCGEEEII4cwkkS6EEEIIIYQQQgghhBBCpEAS6UIIIYTQxf79+2natCl58uShUKFCvPXWW+aJEc+dO0e7du0ICAigQIECDBw4MMWJpYQQQgghhBBCiMwkiXQhhBBCZLnbt2/Tpk0bunXrRmhoKH/++Sd//vknw4cPJzo6mtatW1OqVCmuX7/OX3/9xYYNG/j444/1DlsIIYQQQgghhJuSaW1TYDQauXbtGgEBARgMBr3DEUIIkc0ppQgPD6dQoUJ4eGTve90XLlygSZMmDBgwAIAiRYrw4osvMm/ePNasWUN0dDQzZszA29sbf39/1q9fn67vYvkOF0IIkZXc6Ts8s8l3uBBCiKyUnu9wg1JKZVFcLufKlSsULVpU7zCEEEK4mcuXL1OkSBG9w8hSSilat25NsWLFyJs3L8eOHePxxx9n+fLl+Pj40LdvX0aPHp3siU1MTAwxMTHm5atXr1KxYsWsCl8IIYQA3PM73NHkOlwIIYQe0vIdLj3SUxAQEABoBzJ37twZ2pbRaCQ0NJT8+fNLD4VUyLFKOzlW6SPHK+3kWKWdI4/VgwcPKFq0qPn7x13ExcXRv39/Tp48yeLFixkzZgybNm2icePGXLhwgXPnztG+fXty5MjBe++9Z3cbU6ZMYfz48UkeP3ToEP7+/hmKz2g08uDBA3Lnzi2fh1TIsUo7OVbpI8cr7eRYpZ0jj1VERAQ1atRwu+/wzCDX4Y9O9jd7c6f9dad9BdlfvaXnOlwS6SkwDSPLnTu3Q77Ao6Oj5YQ2DeRYpZ0cq/SR45V2cqzSLjOOlTsNYw4NDaV79+7cuHGD7du3ExISgp+fHwULFuT9998HoGLFirz11lt8//33ySbSR44cyTvvvGNeNp0MlSxZUi7Cs5Acq7STY5U+crzSTo5V2jn6Zji413d4ZpHr8Ecn+5u9udP+utO+guyvs0jLd7gk0oUQQgihi6NHj9KhQwdq167NqlWrzBfL5cuXJzo6GqPRaD6xio+Px8fHJ9lt+fr64uvrm+RxDw8Ph5ycGQwGh20ru5NjlXZyrNJHjlfaybFKO0cdKznWQgghRPYn3/ZCCCGEyHLXrl2jRYsW9OjRgx9//NGmx1n37t2Ji4tj5MiRxMTEcOLECb788kteeOEFHSMWQgghhBBCCOHOJJEuhBBCiCz31Vdfcfv2bWbNmkVAQAD+/v74+/tTqVIlHnvsMXbu3MmRI0cICQmhffv2DBgwgP79++sdthBCCCGEEEIINyWlXYQQQgiR5SZNmsSkSZOSfb5y5cqsX78+CyMSQgghhBBCCCGSJz3ShRBCCCGEEEIIIYQQQogUSCJdCCGEEEIIIYQQQgghhEiBUyfSb9++TalSpdi6dWuy66xbt45KlSqRM2dOKlSowKpVq2yenzp1KoULFyZXrlw0adKEkydPZnLUQgghhBBCCCGEa5LrcCGEEMI+p02k79q1iwYNGnDhwoVk1zl79ixdu3blgw8+IDw8nClTpvDcc89x6tQpABYvXsz06dP57bffuH//PnXr1qVjx47ExcVl1W4IIYQQQgghhBAuQa7DhRBCiOQ5ZSJ94cKF9OzZkylTpqS43qJFi2jYsCHPPfccnp6edOnShUaNGvHtt98CMHfuXN5++22qVauGt7c3EyZM4ObNm2zbti0rdkMIIYQQQgghhHAJch0uhBBCpMxL7wDsadu2LS+88AJeXimHd+zYMapWrWrzWNWqVTl+/Lj5+WHDhpmf8/Pzo1y5chw/fpyWLVs6PnA3phT8/TdcugTx8RAXBwkJULEiVK4MBoPeEQohrN2+DVeuwI0bcPMmREZC3bpQvTp4OOUtViGEEEIkcfs2HD8OdepAzpx6RyNcnFyHi0f1MPYhx28d58qDK0TGRRIVH0VUXBQ5vHNQOKAwRXIXoUjuIgTnCMYgyQEhhAtzykR6wYIF07ReeHg4uXLlsnksV65cREREpOn5xGJiYoiJiTEvP3jwAACj0YjRaExz/PYYjUaUUhnejrO5fRuWLYMFCwwcPWr/C/HxxxU9eih69IAyZVLfZnY9VplBjlX6uPvxUgrWr4dPPjGwZYv9z2u+fIoWLaBtW0Xz5u57rNLDkX9XcryFw/z1F6xYAa1bQ7NmekcjhMgMSsGoUXDtGrRoAYMH6x2RcHFyHe76smp/r4Vf45dTv7Dl4haO3TrG2btnUahUX1cooBBNijehSfEmNCvRjNJ5SmcosS6/3+zLnfYVZH/1lp44nDKRnlYBAQE8fPjQ5rGHDx8SEBCQpucTmzJlCuPHj0/yeGhoKNHR0RmK1Wg0EhYWhlIKj2zQ3TMszMC4cQH8+GMO4uJS/uI7edLA2LEGxo6F9u2jmTo1jLx5k/+SzW7HKjPJsUofdz1eCQnw009+fPVVLk6d8k5x3du3DaxYAStWeFK+fB4++eQeNWsmZFGkrsmRf1fh4eEOikq4vcWL4cwZOH0aGjQAX9+U1zcateFj0ktMCNdx546WRAfYu1dLrMtnWGQBuQ53Xpm5v7ejbvPDmR9Ye34tB24eeKRtXAu/xnfHv+O7498B8Hjw47zw+As8U/YZgnyD0r09+f1mX+60ryD7q7f0XIe7dCK9UqVK7N+/3+axo0ePUr9+ffPzx44do1OnToB2p/v06dNUrlzZ7vZGjhzJO++8Y15+8OABRYsWJX/+/OTOnTtDsRqNRgwGA/nz53eKP5KM2L8fnn/ewIULtifq9eopWrUCPz+Ft7dW3uW33wzs2mVZ77ff/Dh0yJf58xVt2tjffnY6VplNjlX6uOPxCguDXr0MrFtn+3ktW1bRpAk89hgULKgwGmHzZgNbtsCDB9q6//zjR6dOvgwYABMnKpK59nF7jvy78vPzc1BUwu3duaP9GxsLx45BrVrJr3v7Nrz3Hnh7w8cfQwbPeYQQWeTKFUv74UOtxmKJErqFI9yHXIc7r8zY3wv3LjB973Tm/zWf6PikNzZyeOWgcoHKVClQhbLBZcnlk4sc3jnI4ZWDiNgIroVf48qDK1y8f5F9V/fxMM5yk+Xk3ZOM2jWKifsm0u3xbrzX4D0qF7D/d5JV++vM3Gl/3WlfQfZXb+m5DnfpRPqLL77IJ598wq+//kqHDh1YuXIlO3fu5KuvvgKgb9++jBkzhm7dulG0aFFGjhxJSEgITZo0sbs9X19ffO302PLw8HDIL9ZgMDhsW3pQCj77DIYN05LkAIGB8Oqr8PLLULGiKVFnSdi9/z78+y8sXw7TpmnX6jduGGjf3sDAgfDRR2Dv79XVj1VWkmOVPu50vE6fhqeegn/+sTxWv76WL3vqKQOenqZHtc/swIHaHAfbt8PQoYq//jKglIGZM+HXXw2sWwePP57lu+ESHPV35Q5/lyILKAX/DYsH4MCBlBPpmzdrX9AAW7dq/3EIIZyfdSId4MQJSaSLLCHX4c7NUft7/t55xmwZw4rjK0hQtiNUK+WvRNfHu9Ll8S5UKVAFTw/PZLZiKy4hjgPXDrD14lZW/bOKfVf3ARAdH823x75l6bGlvFjtRSY0nUDxoOJp2qb8frMvd9pXkP3VU3pi0D/adPL392fp0qUAVKhQgeXLlzNs2DD8/f2ZMGECP/74I+XKlQPglVde4Y033qBJkybky5ePI0eOsHbt2lQnTxFJxcfD88/DkCGWJHq9enDkiJYgr1gx+dcWK6Yl348ehbZtLY9//jl07AgZHK0nhLBj/Xpt3jFTEj04GNatg927oUsXrJLotry8oHlz2LtXMWbMA3Lk0MowXbqklVk+cSKLdkAI8eiio7UvbpODB7XkenIuXrS0T53KtLCEEA5mL5EuRCaR63D3ER0fzYRtE6j0VSWWHVtmTqLn8s7F4LqDOfnWSY6/eZzxzcZTvWD1NCfRAbw9valftD4jG49kb7+9HHvjGIPqDiKPXx4AFIrFRxZT7otyvLPhHR7EPEhli0IIkbWc/ptMJbrwSzxBSefOnencuXOyrx8zZgxjxozJjNDchlLQv782Z5nJsGEwaZI2CjytQkLgt9/giy+0HrExMfDHH9CjB6xcmb5tCSGS98sv0LWrVvIYoFIl+PVXKFUq7dvw9oY334ykd29/unc3cPgw3LwJTZtqnVeTGZkrhHAGiWv83bih1VEuXNj++pJIF8I1SSJdZCK5DndPG85uYMC6AZy9e9b8WL6c+RhYZyBv1XmL4BzBDn2/ygUqM6PtDKa0mMKX+79k8o7J3Iu+R2xCLJ/u/ZQfTvzA/Kfn07JUS4e+rxBCPCqX65Eust6oUfDNN1rb2xtWrdJKsjxK4ttggLffhi1bwDSR+6pV0LevJeknhHh0Bw5Az56Wz1PnzrBnT/qS6NZKldJueNWsqS2Hhmo9048dc0i4QojMEBaW9LEDyUwKFhtrm4wLDbXUVxdCOLfEifTQUO0nOXfuaPMgrFqVuXEJIVxOdHw0A34bQNulbc1JdE+DJ0PrD+X8wPOMaTLG4Ul0azm8c/Bug3c5P+g8IxuNJIdXDgAuP7hMqyWteHPtm0TERqSyFSGEyHySSBcpmjEDpkzR2gYDfPutY0qn1q+vncP7+GjL334LAwakPPJcCJGyf/+FTp0gKkpb7tULfvyRDE8SmicPbNoEtWtry7dvQ4sWSa/fhRBOwt6s88kl0i9fTvrlm1qvdKW0BLwQQj9RUfZveqXUK33FCti2DebNg6tXMy82IYRLOX3nNPW/qc+X+780P/Zk8Sf5q/9ffNz6YwJ8M3gxkQ5BfkFMbjGZk2+dpHnJ5ubHZx2YRbXZ1fjrxl9ZFosQQtgjiXSRrOXLtZroJjNnQvfujtt+ixZaSRdTreZZs7ROMkKI9HvwQJtz4MYNbblRI20kiaPm7QgKgo0boW5dbTk0VJs3wboMsxDCSdhLpB8/bn9SEuuyLiapJdKnTdPqR61e/UjhCSEcwPpudoEClnZKifTjxy3tM2ccH5MQwuV8d+w7as6paU5Q+3n5MbvDbLb22UrlAvrVciweVJyNL27ki3ZfkNM7J6BNftpwfkNW/r1St7iEEEIS6cKuc+egXz/L8pgx8NZbjn+fp56CxYu13u6glZE5eNDx7yNEdpaQoM01YCq3UqaMVifd19ex7xMYqM1zUKyYtrxzJ3zwgWPfQwjhAA+sJuYyDUmJj9dmCE/MXiL95Mnkt33nDuzYobUXL7ZfRkYI8eiU0k6Gjx5NeT3rRHrz5pY758kl0h8+1EagmNj77Ash3IZSirFbxtLzp57mkikV8lXgz35/8nqt1zGYLtB15GHw4K06b3Gk/xFqF9KGxkbGRdL9h+6M+mMURiW1YYUQWU8S6SKJhATo3Vs73watPX585r1fz54wYoTWjouDF180EBmp/xe3EK7i889h3TqtHRwMa9dC3ryZ817BwdrIcK//pqqeMgXWr8+c9xJCPCLrRHqTJpa2vfIu1sm03Lm1f8+d076Q7fnnH0s7Ohp++umRwxRC2HHsGIwbp/Uuse5Bnph1Ir1cOctkKJcuQYSdOsKJe6BLIl0ItxWXEEffX/syYfsE82O9q/Vm/6v7qfJYFR0js69McBm2v7yd3tV6mx+bvHMynZd3JjIuUsfIhBDuSBLpIompU2H3bq1dsiR88YWlx3hmGTcOatXS2v/8Y2Ds2KyrwyaEKztzRrvWNvn+e+16OjPVq6dNOGzy4otSalUIp2Jd2qVhQ8vs4AcOJK2HfuGC9m9goOWLOD5eS6bbc/q07fLatdIrXQhHsu6JvmVL8utZf/EWKQIVK2ptpeyPKklcssn02RdCuJUHMQ/osKwDC/9aaH5seuvpLOq8CH8ff/0CS4Wflx8Ln17Ip20+xcOgpbFWn15Nh2UdCI+1U9JOCCEyiSTShY3Dhy2lGjw8YMmSjE9UmBY+PrB0KeTUyp/x7bc5+eWXzH9fIVyZ0Qh9+1omF337bW3ugawwZIg2sSlok4/26iWTBQvhNKx7pOfLB1Wrau3bt7Xeqib371uS4CVLwuOPW55LrryLdY90gJgYbVZjIYRjWCfI//wz+S9XU490Ly+tRropkQ72y7sk/uzevSs3wYRwM3ej7tJ0YVM2nt8IgK+nL993+54h9Yek8krnYDAYGFxvMOt7rSfAR0tSbP93O8+ueZY7kXYmXxZCiEwgiXRhFh0NL7xgmTxw+HCtI1tWKVcOPvvMsvzaawbzxIlCiKS++EKrUw7aiO4pU7LuvQ0GWLjQUi992zbtxpsQwglY90jPnRtq1rQsW5d3sS7tUKIEVKhgWbY34WhCgqU8RGCgdhcctF7p9+9nMGghBGBbsuX+/aSjQEC7k25KuBcqBJ6eNol0Q+IbYUolTaSD7Y01IUS2di/qHq2WtOLwjcMABOcIZlPvTTxb6VmdI0u/VqVbsbnPZoJzBANwJPQIzRY343r4dZ0jE0K4A0mkC7MJEywdWKpX18qtZLVXXoHOnbWeN3fuGHj//ayPQQhXcPasZW4BgG++gVy5sjaG4GCYM8ey/N57kksTwimYeqR7ekKOHJaSLQB79lja1qUdSpTQ7ozlyKEtnzqVtCfspUtaD3TQerm3bau1Y2OlV7oQjqAUXLtm+9jevUnXu3nT0vOlSBHt3zx5ICREa58+rX0uTa5ft9xg87C6/JPyLkK4hfvR92m1pBWHrh8CoKB/QXa+vJNGxRrpHNmjq1WoFtte2kZB/4IA/B36N00XNeXWw1v6BiaEyPYkkS4A7Tz6k0+0to8PfPutpaNZVjIYYPZsRWCgNgP3ggX250YTwp0pBa++ainp8uab0LSpPrG0aQPPPKO1b92CsWP1iUMIYcWUSA8I0L5YQ0K00i2gJdj+/VdrW/dIL1lSS7CVL68t370LoaG227XuGVu+PHTtajlZ+O03uHfP4bsihFu5fds2AQ6wb1/S9ax7rZsS6WDplR4fj6f159t6hEmdOpa2JNKFyPbCosNovaQ1B68fBOCxXI+xufdmHs//eCqvdH6VC1Rme5/tFA0oCsDpO6dp+21bwqKlbJUQIvNIIl0AWhkX03n74MFQqZJ+seTPD++8E2FeHjRIai8LYW3VKti6VWuXKGE78acePv3U0on1iy9s50kTQujA1PPUepKTVq0s7d9/1/41Jdo8PCzJuJTKu1gvly+vDUtp105bjo3VkulCiEdnb+buy5eT9lJPLpFudQLvbV3exbqsS+vW2g02sL2ZJoTIdqLjo+n4XUf2X9sPQP6c+dncJ3sk0U1KB5fmx04/UiS39n/h4RuH6fRdJyLjInWOTAiRXUkiXbBzJ6xcqbXz54dRo/SNB+DllyOpUEHLnu/eDcuX6xyQEE4iPt62pMunn4K/v37xgFYNYvRorW00wltvyc0vIXQTG2spvxIYaHm8aVPw9tbaW7Zo65h6phcubOlZnlIi3ZSM8/LSJmYA6NLF8vz+/Q7ZBSHclnWCvHBhSztxr/TkEulVqpibvn/8AXFx2oLps2wwQOXKWl110P4PSEhwQOBCCGdjVEZe/PlFdv6rTahkSqJXzF8xlVe6nqIBRdnQawP5cuYDYMe/O3h25bPEJsSm8kohhEg/SaS7OaMRhlhN0j1xojYvmd68veGTTyyZuGHD4OFDHQMSwkl8840ll9WoETz9tL7xmAwdCmXLau2dO7XyUEIIHZjKuoBtj/SAAKhf37LOzz9baiyXKGFZL7lE+sOHluRdyZKWxHvevJak+rlzMlGCEBlh3SO9a1dL+88/bddLLuFesCDUqweA4f59+OMPiI629DwvXlwbQmYq9RQXl7S3uxAiW3hv43v8cOIHAHJ552Jdr3VULlBZ56gyT4V8FVjfaz0BPtq5z29nfuPV1a+ipHePEMLBJJHu5pYutdQgr1xZm+zTWbRtC+3ba+0rV2DaNH3jEUJvERG2NcinTbOMztabry98/rlledQoS6dYIUQWMpV1AdtEOtiWd/nhB0vbOpGeKxcU1WqNcu6cZTKGxPXRrdWsaWkfOpTukIUQ/7FOkNepY0mS//237U0y03rBwZAzp+02unc3Nw0//KDdfTdqcw+ZP7umRDpInXQhsqG5x+YyY98MADwNnqx8diU1C9VM+UXZQM1CNVn9/Gr8vPwAWHxkMVN3TdU5KiFEdiOJdDf28CGMHGlZnj5dG63tTKxj+ugj6TQj3Nsnn8DNm1q7WzdzpzOnYX3z6/JlmD9f33iEcEvWifTEQ8yqVYMCBbS29Z0u66QaWOosG43w009a27rGsiTShcgcphPdXLm0z2/dutqyUpbSSQ8eWJLq1mVdTMqWhRo1tPatW7ZfxqbPrvXNM0mkC5Gt/HLqF8butvS8md1xNu3KttMxoqzVpEQTvu1iGRo78o+RrDq1SseIhBDZjSTS3diXX1pGkHboYNtRzVmULw8DBmjt6Gj4+GN94xFCLzdvWkZleHnB5Mn6xpOc8eMt7cmTpVe6EFnOutdq4kS6wWD/y946qQZazShPT639009aMi6lRHqFClriDzAcPmzp/SqESLvYWAgN1dqFC2ufV+s75qbyLtblX+wl0gFl1Sud8+ctbVPpJuvPvEw4KkS2cTL0JH1W9UGhlTMZ8+QY+tXop3NUWa9rxa5MbDYRAIWi10+9OHLjiM5RCSGyC0mku6moKK13K2jn6VOdeMTTiBFaOUeA2bO163kh3M2ECZZ5Al5/3VKP3NnUqgWdOmntK1dg3jx94xHC7SRXI92kRQvbmlC5ckG+fLbrFCli+SDHxtpOzpA7t1aH2Zqnp9bbHSA8HE/rxJ0QIm2uXbPM1G0q6VK+vGXS4AMHYNs2bciXSTKJdCpWJD7xDa9cuSzr589vvvkliXQhsoew6DA6r+hMRGwEAD0q9WB80/GpvCr7GtV4FM9Xfh6Ah3EP6fRdJ25G3NQ5KiFEdiCJdDc1b54lId2tG1R04sm7H3sMXntNa0dFaeVehHAn169bEtL+/vDBB/rGk5px4yztyZO10SRCiCySUmkX0BJoTzxhWS5Rwv5kCz16WBJ4u3dbtlu+vP31a9UyN72PHk1/3EK4O+v66KaEt4eHZZLg2FhtaObs2Zb1TPMZ2BGdeDbycuUsn12DwdIr/fZt2/83hBAux6iM9P6lN6fvaPOZVAyuyNxOczE4y2RKOjAYDHzz1DfUKVwHgMsPLvP8j8+TYEzQOTIhhKuTRLobio217YH+/vv6xZJW770HPj5a+4sv4M4dfeMRIit99pn2uQV46y1LiWNnVaOGVhkCtA52c+fqG48QbiW1HulgW96lVCn76+TKBX36JH28XDn761sl5yWRLsQjsC7ZYuqRDvDSS5YRHwBxcfbXSyS+UiXbz2viHupS3kWIbOPD7R/y6z+/ApDHLw/z28wnp3fOVF6V/eXwzsEvz/1CoYBCAGy5uIVxW8fpG5QQwuVJIt0NLVli6fTSsSNUr65rOGlSuDC88orWfvgQZszQNRwhskxYGMyapbV9fWHQIH3jSSvrXulTpmijSYQQWSC1Humg9XBt2VJLrJlKuNjTsmXSOlKmGsuJ5ctnTsx5Xrhgm9AXwt0ZjVp5pJQmDkkukZ4rF0yapP1YJ8Zz505alsmawYB64QVLL/TEM5RbTzIsiXQhXNaGsxsYu1WbXNSAgaXPLKV47uI6R+U8QgJCWNFtBZ4Gbe6XSTsmsf7sep2jEkK4Mkmku5n4eC2pZTJqlH6xpNfw4dokiwCffw737+sajhBZYtYsSz6qTx8ICdE3nrSqXh26dNHa1qVphBCZLKXJRk08PbW7ch9/nPJ/KgaDpbaaaTmlCRpq1ND+VQoOH057zEJkd3Pnwrvv2s7InZgpkW4wQKFCSZ+vVk37zI4apc118N579sssWateXRvWNnMmlC5t+5x1j/QLF9KyF0IIJ3Mz4ia9f+ltnlz0w+Yf0qZ0G52jcj6NijViSgtLEuSFn17gctjlFF4hhBDJk0S6m/n+ezh3Tms3b560c4ozK17cMsr8wQPtmkCI7CwqyjL6wsNDu2Z2Jda90mfMgAQpSShE5jP1SDcYLJMJZkSFCvDMM1q7adOUt1mzpqV96FDG31uI7MJ0Y+nYMbh3L+nzSlkS6fnzW+oZJmYwaCfvgwenfUhpyZK2SXOT4sUtiXjpkS6EyzEqI31+6cOth9rEZ+3KtGN4o+E6R+W8hjYYSqdy2ii8O1F36PFjD+IS4lJ5lRBCJCWJdDdiNGoT/5mMHq1fLI9q5EitIx1oiTkpFyGys0WL4OZ/k8t36wZlyugbT3pVrQqtW2vt8+dh9Wp94xHCLZh6pPv7a3fgHOHll+Hbb2HIkJTXq1gR/PwAMBw6pCUHhRC2wyhPn076fFiYVrsQUqx77lB+fpYRKRcvpn9m8MuXtV72c+Y4PDQhROo+3fMpG85tAKCgf0EWdl6Ih0HSO8nxMHiwsPNCigdqZW92X97NhG0TdI5KCOGK5H9aN7J+Pfz9t9auX1/rWOZqSpeGHj209t27sGyZvvEIkVni42HaNMvycBftYGKdd5O5DYTIAqYe6cmVdXlUgYGpl5Hw8kKZJkUMC4MzZxwbgxCuKD7ekiQH+4l00+RFAEWKZH5MJlWrav/GxaW/HNOPP2p131evto1fCJHpDlw7wMg/RgJaXfQlXZZQIFcBnaNyfsE5gvn+2e/x8tDqxU7eOZndl3frHJUQwtU4ZSL91q1bPPPMMwQEBJAvXz4GDhxIXFzSYTft2rXD39/f5sdgMPDaf/U8lVIEBgaSK1cum3UeWp/MupEvvrC0hw1L/XrYWQ0caGnPnCkd3kT29MMPWi9ugFatLKWHXU3r1pa5Cbdtk7LJQmQq64RdQIA+MdSqZWnLMBQhtJtK1uwl0pObaDSzWdd43LMnfa811YoEuHPHMfEI3cl1uPOLiI3g+R+fJ86o/V6GNRxGy1ItdY7KddQpXIexTbTJWY3KyIs/v0hEbITOUQkhXIlTJtJ79OiBl5cX165d48iRI2zevJkJE5IOu1m3bh0RERHmn9mzZ1OgQAHGjBkDwOnTp4mMjOTOnTs26+VyRM1QF3P2LKxbp7WLF4dOnfSNJyPq1IG6dbX2kSOwY4e+8QiRGT7/3NJ21d7ooFWWGDTIsiy90oXIgNhYS49zeyKsLgT1SqQ3aYLy99fa27bBtWv6xCGEs0icSD9zJmkvEL0S6VWrQo4cWnv/fu1mXFrExWmlXUwS76NwWXId7vyGbxzO2btnAS0pPLHZRJ0jcj0jGo2gfpH6AJy/d54h61MpXSeEEFacLpF+7tw5tmzZwvTp0wkICKBw4cKMGDGCBQsWpPi6kydP0r9/f7777juKFi0KwP79+6lUqRJ+/9XrdGdffmlpv/mmpc64q7LulW6dcBQiOzh82NIxrEoVbWJgV9a7N+TJo7W/+w6uX9c3HiFcUnQ0vPEG9OoFBw/aX8c6ye7o0i5p5edHdLt2WlspbZZzIdyZdX100EaNWCfOwXY5K0u7eHtD7dpaOyLCUgMyNZcv284gbpqbQbg0uQ53fpsvbOarA18BkNM7J0ufWYq3p7fOUbkeLw8vlnRZQi5v7cbOvMPz+PWfX3WOSgjhKpwukX7s2DGCg4MpYnUSWbVqVa5evcr9xCeiVt599106dOhAc6uM0/79+zEajTRo0ID8+fPz5JNPsnu3+9XAiogA0/mPnx+88oq+8ThCt25QsKDW/uUX+PdfXcMRwqFmzbK033zTdcswmeTMCa+/rrXj4mz3T7i3/fv307RpU/LkyUOhQoV46623kgz7joiIoFy5cowbN06fIJ3FsWNw65aWnF60yH5dM+tkll6JdCCmRQttslOALVvgxg3dYhFCd/Z6aycu72JKpPv4QN68mR+TtUcp72KqPWciPdKzBbkOd27hMeH0XdXXvPxRy48oE1xGx4hcW+ng0sxoO8O83O/XfoQ+DNUvICGEy/DSO4DEwsPDkwz5Mi1HREQQFBSU5DV79uxhw4YNnEk0qZWvry+1atXiww8/JE+ePHzxxRe0bt2ao0ePUqpUqSTbiYmJISYmxrz84L8LUqPRiNFozNB+GY1GlFIZ3s6jWLIEwsK0eyY9eijy5FHoEEaapeVYeXlpibnx4z1ISICvvlJMnux+xdL1/LtyRa5wvMLCYOlSA2AgIEDx/PP6fF4dfazeeAM+/thAfLyBWbMUw4cr82hyV+fIY+XMf5uOdvv2bdq0acOECRPYtGkTN27coEuXLgwfPpwvrCb16N+/P+cTJ23ckfUd4wsXtMS6aaJAE+tEul6lXQBy5kQ99RSG774DoxFWroS339YvHiH0ZC8B+c8/luFm8fGWm02FC2f93fOaNbUT6/h42LtXO8FOLYbE/ydLj/RsQa7Dndu7v7/LpbBLADQt3pT+Nfvb3afssr9plZH9fbnay/z6z6+sPr2a0MhQBq0fxLddvs2EKB3HnX6/7rSvIPurt/TE4XSJ9ICAgCS90UzLAclcFH799de0atWKkiVL2jw+depUm+V3332XBQsW8NtvvzFgwIAk25kyZQrjx49P8nhoaCjR0dHp2o/EjEYjYWFhKKXw8Mi6gQBKweef58U0+OD55+9w61Ya6x/qJK3H6plnPJg8OT9xcQbmzFG8/vqtbJOYSyu9/q5clSscr2++yUlkpNaTtFu3SKKiwomKyvo4HH2sfHygU6dAfv45B7dvG5g37wHPPafDjmUCRx6r8JTqX2czFy5coEmTJubv4yJFivDiiy8yb9488zrffPMNN27coEGDBnqF6TwSD7365ZekiXTrvx89E+mgTcayahVERsLmzfDcc1CggL4xCaEHe721rZOOV69ayqRkZX10k5w5oXp1OHBAmzT07FkoWzbl11y4YLssifRsQa7DndfWy1uZc2gOADm9cvJRg4+4HXrb7rrZYX/TI6P7O6nuJHZc2sH9mPt8d/w72hVpR6virTIhUsdwp9+vO+0ryP7qLT3X4U6XSK9UqRJ3797l6tWrFP7vZPLo0aMUKVKEwMDAJOvHxcXx66+/8qV1EfD/fPDBB3Tu3JkaNWqYH4uJicHfNNw4kZEjR/LOO++Ylx88eEDRokXJnz8/uTM4RNpoNGIwGMifP3+W/pFs2wanTmnv16CBomXL4Cx770eV1mNVoAA8+ywsWwb37nnwxx8F6Ns32dWzJb3+rlyVsx8vpeDbby29wIYMyUGBAvrcHcqMYzV0KPz8s9ZeuTI3b7+tc6LPQRx5rNyplmjt2rX52fQHASilWL16NbX/q9d74sQJJk6cyJ49e3j++edT3V52781muHTJtpzLn3+iLl+2Tbzdv4/hv3WUvz96DGcxH6scOaBjRwwrVkBcHGrePGjSRJvYMHduKFnS9etWZZAz/F25Epc9XvfumT+X+PhokwafP4+KjtaWN260fG7LlHHI5zbdx6pOHQz792sx7N4NpUsnv65SGM6ds/3/KCwM5Wq/l//IqDILuQ53ThGxEQz7bph5eVrradQqUyvZ9V19f9Mro/tbgAJMbzOdvr9qiYSRu0bSqWoncvvqVyIvJe70+3WnfQXZX72l5zrc6RLpZcuWpVGjRowYMYI5c+Zw48YNJk2aRL9+/eyuf/LkSe7du2e3t9rx48fZvHkzP/74I0FBQUydOpXIyEieeuopu9vy9fXF19c3yeMeHh4O+cUaDAaHbSutrM9rBgww4OHhGhetaT1WgwZpiXSA2bM9SObPJFvT4+/KlTnz8dqyBU6d0tpPPglVqugbo6OPVYMGUKmSNpfZrl0G/vnHwOOPO2TTunPUsXLGv8usEBcXR//+/Tl58iSLFy8mKiqKHj168NVXXxESEpKmbWTr3mxKEXT2rJaAsxKzbBlRffqYl3NcvYrvf+tExMcTf+tWloYJtsfKs359Ar//HmJiYOtW7ec/cbVr89DNy73o/nflYlz1eOW6dg3v/z6XcY8/jveRIxAbS/iBAyQUKULgmjUYYmPBy4uwKlVQDvjcpvdYGUqVIjAuDpTCuGULD9q0SXZdj9BQcicqV5Nw4wbhOvx/4wgyqsxCrsOd09itY7n84DIALUq24I1ab2BI5Ua0K+/vo8jo/r5U/SWW/72c38/9ztXwq4z8YySzOjrvpE7u9Pt1p30F2V89pScGp0ukA6xYsYLXX3+dAgUK4OPjQ58+fRg1ahQA/v7+fP311/Tq1QuAS5cukTt3booXL55kO/Pnz+fdd9+lSpUqJCQkULduXTZv3kxwsPP3ynaEGze0kd+gTczZtauu4WSKOnW00o4HD2o/R45AtWp6RyXEo/nqK0v7zTf1iyOzGAzQrx8MGaItz5sHn3yib0xCf6GhoXTv3p0bN26wfft2QkJC6NevHy1btqR9+/Zp3k627s124wYG0HqvVqmilYWIjsZ33z4C+ve3lHExGDD4+ADgU7y4LqVUkhyrHj20WumJ+B49Sq6gIG2f3JTuf1cuxlWPlyE+Xvs7NxjwadwYw8mTAPjcvg0PHpifVy1akL+MYyYOTPexKlAAQ7VqcOIE3L6NX1xc8mVmzp0z/z9jFhtLDhct3SSjymzJdbhzOXjtIJ//+TkAfl5+zOk0J9Ukukg/g8HA1x2/pvJXlXkY95DZB2fTo3IPmpRoondoQggn5JSJ9EKFCrF69Wq7z0VERNgsd+rUibBkZooPCgqyqbXqbpYssZRc7Ns3+16r9u2rJdEBFiyAGTN0DUeIR3LtmqXsyWOPQZcu+saTWV58EYYP1zrWLl4MkyeDnQ5Iwk0cPXqUDh06ULt2bVatWmVOeC9duhQfHx/mz58PaN/9e/fu5aeffuLo0aN2t5Wte7Ndvmwpg1KxolYWZfVqiIvD8PvvWp0zgIgI83qGoCDQKdloc6yefx7KlYPQUK1e+s6dcO6ctt6NG1CihC4xOgtn6onjClzyeIWFaZ/LwEAMFStaPqNnzsClS5blTp0c+plN97GqXx/+S/IbJk0CPz+IjobAQO0OuGl00MWLScsyhYdryT0XTfDJqDILuQ53HvHGeF5b8xpGpZUMGttkLKXyJJ2oVThGiaASTGkxhYHrBwLw6upXOfbGMXy95EJFCGHL9b/thV1KaUllk5df1i+WzNazp3auD9rNA6sSuUK4jIULLTe+Xn01+974ypsXnnlGa9++Db/+qm88Qj/Xrl2jRYsW9OjRgx9//NGm13hUVBRhYWHcv3+f+/fvm4eaJ5dEz/asJxotXlybyNOUsFqzBuL/m0TcesI/vScbNfHwgNq1oX176NZNq/FkcuWKfnEJkRWUskw2GhSk3Tjy9taW9+7VEukAFSqAg3qjP7L69S3ta9fg/Hnt35MnbS8qrCcaNSXXjUZINEmlECJjZu6byaHrhwCoXKAyQ+sP1Tmi7O+tOm/RoKh2nnLm7hmm7Z6mc0RCCGckifRsat8+c6cSGjfW/9w8MwUFWRJzd+9KYk64HqW0RLrJK6/oFkqWePVVS3vuXP3iEPr66quvuH37NrNmzSIgIAB/f3/8/f2pVKmS3qE5H+tEerFiWvKqXj1t+e5d2L1ba5sS6TlygJdTDjqEIkUsbUmki+wuJsYyt0FgoPa5NE3kaT3nQadOWR9bYgULQqtWlmVPT8sNu3374M4drX3+vPZvzpxQtqxlfesbeUKIDPk37F/GbBkDgAEDczrOwdvTW+eosj8PgwezO8zG0+AJwIc7PuT8vfM6RyWEcDaSSM+mrDuO9O2rXxxZxXofv/lGvziEeBR792oljwGaNcv+lQ6aNoVS/41M3bjRtnObcB+TJk1CKUVERITNz99//51k3a1btzJu3LisD9JZmBLpHh6WusUdO1qe/+MP7V/TRHcZrAmfqYoWtbQlkS6yO+tJOYOCtH/Ll7ddJ08e25Eaeho4EFau1GrN/fILPPec9rjRCBs2aP/HhIZqj5Usqd0cMEmmxIcQIv3eXvc2D+O0UR79a/WnftH6qbxCOEqVx6owqO4gAKLjoxm4biBKKZ2jEkI4E0mkZ0ORkWCa1ytXLm0kdXZnnXz8/XetnKwQrsK6N3qfPrqFkWU8PGx73Vvf+BNCJGI0WhLOISGWshBVqlgmEz18WKuV5AqJ9IIFLb1cJZEusjvr5LIp6VyunO06bds61wgSPz9LPG3aWD6vGzbA2bOW9UqVsk2kS490IRxi3Zl1/PqPNsS6oH9BprSYonNE7mdc03EUCigEwNoza82/DyGEAEmkZ0s//WS5ln7uOfD31zeerODhYakDrxQsWqRvPEKkVVQUrFihtXPlgq5d9Y0nq7z0kjZqHGD+fEuJZyFEIjduWEpAFC9uedxggBYttLZS2uSjph5TzlIf3R5vby2ZDloiXXp5iezMXo9060S6p6eWSHdW+fJBnTpa++5dWL7c8lziHumSSBciw2LiYxi0fpB5+eNWHxPoF5jCK0RmCPANYEabGeblgesH8jBW5oEQQmgkkZ4NzZ9vaWfnSUYTe+klS6eZ+fO1TnxCOLtVqywd1p591j1ufAEUKgQdOmjtq1dh82Z94xHCaSWuj26teXNLe/16S9uZE+lgqZMeE2OpuyxEdmSvR/pjj1nqm7VpA8HBWR9Xepi+rAFOnLC0S5a0Hf0ipV2EyLAZe2dw5q5W77FRsUb0rNJT54jcV7eK3WhVSps34t+wf5m0fZLOEQkhnIUk0rOZCxdgyxatXbYsNGyobzxZqVgxyxxJFy7Atm36xiNEWliPnnCHsi7WrPf322/1i0MIp5ZSIr1gQahcWWtHRloed+bSLiATjgr3Ya9HusEA//uf9mM9+7azql5dKytlzcND+//I+v8a6ZEuRIZcfXCVidsnAtqklzPbzcRg6iUmspzBYOCL9l/g4+kDwPS90zl395zOUQkhnIEk0rMZ61rLL79s6aHtLqwnHZXyLsLZXb2q1fQHrcb/k0/qGk6Wa9/eklf4+Wd4KCMmhUjq0iVL27q0i0nLlkkfc/ZEuvWEozKpicjO7PVIB8iRAypVcq7a6MkxGKBdO9vHihYFHx+ZbFQIBxq2aZh5gtHXa75O9YLV9Q1IUC5vOd6p9w4AsQmxvLfxPZ0jEkI4A0mkZyNKwZIlWtvDA3r31jcePTz9tCV/8NNPWv1pIZzVt99aShD17q19bt2Jn59WzgYgIgJ+lXl8hEjK1CPd01OriZRYw4bah8maq5R2AemRLrI36x7pgS5c57hlS8tEx2ApTSM90oVwiB2XdrDs2DIAgnMEM7HZRJ0jEibvN36fgv7a3C4/n/qZLRe26ByREEJvbpa2yd727dNKmoA2/1jhwvrGowc/P8tkjeHhsHatvvEIkZzEk+K6440vgF69LG0p7yJEIgkJlkRzoUL2e6/6+SWt4+bsPdKtT1CuXk3fax88kNmJhetIrke6qwkIgEaNLMslS1oeNw1/lR7pQjwSozIyeMNg8/KHzT8kb868+gUkbAT4BjC5+WTz8uANg0kwJugYkRBCb5JIz0aWLbO0e7rxvCTW+259TIRwJgcPwsmTWvvJJ6F0aX3j0UvjxpYqDxs2QGiovvEI4VRu3LAkje2VdTFJXN7F2Xuk585tiTE9PdJ37tTuvg0aJMl04RpMyWVvb62ciyt79lltH3Llsty88/CwzJIuPdKFeCRLjy7l0PVDAFR9rCqv1nCBuRPcTJ/qfagRUgOAozePMu/QPJ0jEkLoSRLp2UR8PHz/vdb29YUuXfSNR0/NmsFjj2nttWttR9UK4SyWL7e0X3hBvzj05uFhufmVkAArVugbjxBOxbo+euKJRq1VqmT54gPn75EOlvIud+6kvQ7bTz9p//77L5yTCb+ECzCdhAYGuv7ERUWLajUkFy6EAgUsj5t62kuPdCHSLTIukpF/jDQvf9L6Ezw9PHWMSNjjYfBgRpsZ5uXRW0ZzP/q+bvEIIfQlifRsYutWuHlTa3fo4NqjRzPK0xN69NDasbGW624hnIXRaEkYe3lZyhG5K+sbCUuX6heHEE7HVB8dUk6kGwzwzDNaOzjYtga5s0pvnfQbN+DMGcvy9euOj0kIR1LKklw2zazt6nx9k87JYLpxFx2tnXgLIdJs+p7pXA3XSpx1KNuBlqXsTCAunELj4o3pXqk7ALcjb/Ph9g91jkgIoRdJpGcT1iVMnn9evzichXXdZSnvIpzN7t2WvFGbNlrey51VrgzVqmntvXvh7Fl94xHCaaQ1kQ7Qrh189hl8+SX4+GRuXI5gqukEaUuk79pluyyJdOHswsO1ZDpk7x4u1vsm5V2ESLMbETf4387/AeBp8GRaq2k6RyRSM7XlVHw9fQGY+edMLt2/lMorhBDZkSTSs4HoaEuv64AArUe6u6tVC8qU0dqbN8v1tnAu1mVdTKMn3J3c/BICLel29ao2icKGDZaJFLy8ICQk5dcaDFCqlKVesbNLb4/0nTttl69dc2w8QqTH0aPw7rvw0ku2IyWsWZc6yS490u2RRLoQj2TM5jE8jHsIwOs1X+fx/I/rHJFITfGg4gyqOwiAmIQYxmwZo3NEQgg9SCI9G1i3znKu3qWL689l5AgGg6XuslJSd1k4j/h4WLlSa/v5wVNP6RuPs3j+eUv52G+/tXTiE8JtXL0Ko0ZB//4wbhx88QXcvq09V7iwlkzPTtKTSL9xI+lQFblDLvRw/TpMnqx9Vv/5R6vxb/pST8w6kZ6de6Rbz8kgiXQh0uTYzWPM/2s+ALl9czOu6Th9AxJpNrLxSIJzaMOJvz36LYevH9Y5IiFEVpNEejbw3XeWtpR1sbA+FtLDVTiLrVvh1i2t3aGDa8wJmBWKFIGmTbX2mTNw5Iiu4QiRdeLitC+pAQPg2DH76zRvnrUxZYUCBSw3B1JLpCfujQ7SI11krVu3YM4cePNN2LPH9rkDByAyMulrrGe7z8490q1PZGTCUSHSZOQfIzEqIwCjGo8if678Okck0irIL4jRjUcDoFAM3zRc54iEEFlNEukuLjwcVq/W2vnyQYsW+sbjTCpUgBo1tPb+/cmPvBUiK0lZl+Q9+6ylnVwHPyGylWvX4O23tTvi8fHaY489Bt27awm7Dz6Ar7+2TCSanXh6WsrVXLumzcKcHOv66AULav+Gh0NERObFJwTAuXMwbRq8+qp2wm36nObJA4//V4YhLg7+/DPpa6VHuhDCjh2XdrD2zFoAiuYuysC6A3WOSKTXm7XfpERQCQA2nt/I7+d+1zcgIUSWkkS6i/vlF61GOmjX3d7euobjdEzlXQC+/16/OIQAiI2FH3/U2v7+0L69vvE4m2eeAY//vpVWrpTyLsIN/PyzVtIFtMRyt27aZKEvvqhNHlq7NhQqpG+Mmck04Wh8PNy8aX8d67IuZcpYZiYGKe8iMtePP8LgwbB9u+VGj4+P9jn9+mvo08eyrr1RE9Y90rNzIt1636xvHly5ok3itGkT/P033LsnX+zC7SmlGPHHCPPy+Kbj8fPy0zEi8Sh8vXyZ3HyyeXnYxmHmEQZCiOxPEukuzjo5LGVdkrLu4frDD/rFIQTA779brquffhpy5tQ1HKfz2GPw5JNa+8wZbS43IbK10FBLe+pULTHn66tfPFktLXXSrROUDRva3liQ8i4iM23YYGkHBmqzYi9YoH1Oc+SAihUhWKuTy8GD8PCh7evdcbJR0z4bjTB2rHa8PvsMRoyA3r3h5ZeTzncghBtZfXo1uy/vBuDxfI/zYrUXdY5IPKrnKj9HzZCaABy5eYRlx6SWrBDuQhLpLuzBAy0xB9p1ZYMG+sbjjIoV0zr0Afz1lzZCVwi9SFmX1El5F+FW7t3T/vXwgLJl9Y1FD4kT6UppJzd371pKaFgn0hs1spSDAemRLjJPXJw2GgK0kRPz52tf3NZlTAwG7W8StL/XxOVd3Lm0y6VLlglhrN25Iz1bhNtKMCbw/h/vm5cnt5iMl0c2m0jcjXgYPJjaaqp5eezWscQlxOkYkRAiq0gi3YWtWaOVigDbkgjCVrdulraprIYQWS06Glat0tpBQdC6ta7hOK1nntFyEyDlXYQbMA1RCQqy/OG7E+tE+pIl2lCdXr20Hr9dumiJS9Md8DJltPro0iNdZIUbNyxfQCVLaiVd7DEl0gF27LB9zl1Ku9hLpJ86ZXmsQQPo2NEyDO/AAcsFjBBu5Nuj3/J36N8A1CtSj6fLP61zRCKjmpdsTstSLQE4f+888w/P1zkiIURWkNSrC7NOClsni4Wtrl0tbekEI/Ty+++WefE6d07+mtzdFSxoKe9y+jQcO6ZvPEJkGqUsPVazc9mHlBQubLmBEBeX9M6ZdakMU8LSNNkoSCJdZB7T3AWg/Z0mp0IFyJdPax8+bDsBrunznTNn9p7EyNfXUpLKtM8nT1qef+YZeP11y2c4JkY7VkK4kZj4GD7Y+oF5+X8t/ofBHW+gZ0MfNv/Q3J6wfQJRcVE6RiOEyAqSSHdRDx/CunVau0AB2w4xwlbp0vDEE1p7/35ttKkQWe2nnyxt65s7Iikp7yLcQng4JCRo7Tx59I1FLzlzar3OAwIgf36t13nNmlC3Ljz+uNb7PFcurd22rfYaX1/Im1drS2kXkVmsa/Zbj5xIzGDQaveDVt5l3z7Lc6Ye6dm5N7qJaR8T90j39oZSpbS2dQ3K3buzLrZsyGg0EhkZqXcYIh3mHJzDv2H/AtCuTDualGiic0TCUeoUrkPnCp0BuBZ+ja/2f6VvQEKITOeUifRbt27xzDPPEBAQQL58+Rg4cCBxcfbrTXXq1Ak/Pz/8/f3NP+vXrzc/P3XqVAoXLkyuXLlo0qQJJ617SLiwdesg6r+bnZ07g6enruE4PSnvIvQUFwe//qq1/f2hZUt943F2Ut5FuAXrsg/u2iMdoGdPWLZMq0H96acwbhyMHq1Nvvr119rkElOnagl1E1N5lwcPkk7wKIQjpLVHOkDjxpa2qbxLfLzlb9MdPt/WifR79yw3ucqUsfTGr1rVUt5l3z7LPAgiVdHR0SxcuJBnn32WQoUK4ePjQ0BAADlz5qRWrVoMGzaMI0eOOOS95Drc8SLjIpm8c7J5eVLzSTpGIzLDxGYTMaBdvEzZOYUHMQ90jkgIkZmcMpHeo0cPvLy8uHbtGkeOHGHz5s1MmDDB7roHDhxg7dq1REREmH/a/tdrafHixUyfPp3ffvuN+/fvU7duXTp27JjsyYArkbIu6SPlXYSetm2zzCnYsSP4+ekbj7MLCbGMsvnnHzh+XN94hMgUkkh/dNYTjkp5F5EZ0pNIL1dOG1EB2sz24eHuM9GoialOulJw8KDl8QoVLG1vb6hdW2s/fChf7mkQFRXF+PHjKVSoEK+88gonTpygRYsWDBo0iBEjRtCnTx/y5s3L3LlzqVGjBo0bN2bPnj0Zek+5Dne8WftncSNCm7z4mcefoUZIDZ0jEo5WuUBlelbpCcCdqDt8uudTnSMSQmQmp0uknzt3ji1btjB9+nQCAgIoXLgwI0aMYMGCBUnWvXLlCjdu3KBGDftfRnPnzuXtt9+mWrVqeHt7M2HCBG7evMm2bdsyezcyVXS0NtEoaKPBmzbVNRyXUL48VK6stffssb0+EiKzWd/4euYZ/eJwJVLeRWR71ol0dy3t8qisJxyV8i4iM5hKu+TNm/rdb4PBcvc3IUEbXeFuN8qsJxzdu9fSfvxx2/WkvEu6lC1blmXLljF69GiuXbvG33//zZIlS/jkk0/48MMPmTVrFhs2bODu3bts3LiREiVK0KxZM+bNm/dI7yfX4Y4XHhPO/3b9DwADBsY3Ha9zRCKzjGs6Di8PLwA+2fMJdyLv6ByRECKzOF0i/dixYwQHB1PEqh5h1apVuXr1KvetT0qB/fv3ExAQQN++fSlQoACVK1e2+aI/duwYVatWNS/7+flRrlw5jrt4DwjrSQuffjp7z1/kSNY9963rVQuRmRIS4OeftbafH7Rrp288rqJrV0t5FynHJLIl0zAVcI9EmyNJj3SRmcLDtR9IvTe6Sdu2llnEN22CFSssz7lTj3SwnUjUukc6QI0aluO0Zw8YjZkfmwubMGECJ06c4J133uGxxx5Ldj2DwUDz5s1ZsmQJJ06coEyZMo/0fnId7ngz/5zJ7cjbAPSo3IPKBSrrHJHILGWCy/DKE68AEB4bzid7PtE5IiFEZvHSO4DEwsPDyWVdBxPMyxEREQRZXWxGRUXRqFEjxo4dS+XKldm8eTNdu3YlZ86cPPfcc8luK8KUhU4kJiaGmJgY8/KD/ybMMRqNGDN4omc0GlFKZXg7AD/8YID/anB16WLMduegjjxW1p55BsaN0+4d/fCD4q23XL/wcmYdq+xKj+O1ezfcvKn93bVurciZU7nEZ1bvv62CBaF+fQO7dxs4cQL++cdI2bK6hJIqRx4r+Sy7EXfrsepI0iNdZCbrYYspTTRqrVAhGDQIpk3Tlq3La7hDIt16H2NjtX8feyzpaBs/P3jiCa1G+v37Wv22xL3WhVnfvn3T/ZpSpUpRyjTBazrJdbhj3Y++z7Td2v8JHgYPPnjygyyJQe9z+KzmTPs7suFIFvy1gNiEWGb+OZPBdQeTL2c+h76HM+1vZnOnfQXZX72lJw6nS6QHBATwMNHEUablgIAAm8d79uxJz549zcutW7emd+/erFy5kueeey7ZbSXejsmUKVMYPz7pcKvQ0FCio6MfaX9MjEYjYWFhKKXw8Hj0gQCxsfDrrwUAA/7+RqpVu8WtWxkKzek46lglli8flC6dj3PnvNixA44fv02BAs7xoX1UmXWssis9jtfSpQGAdiHRokUYt25l7P+SrOIMf1stWuRk926tl9uyZRG88UakLnGkxpHHKtzUC1Jkf9Ij/dEVLGhpS4904WjWiXTrmzapefJJOHvWMgzNxB0+3/ZuFiSXIG/QQEukg9bbQBLpKQoLC2PVqlWcP38eb29vSpYsSZ06dR6513lK5Drcsabtn8b96PsAPFv2WYISgriVBRfuznAOn5WcaX998aVn+Z4sPLGQiNgIJv4xkVF1Rzn0PZxpfzObO+0ryP7qLT3X4U6XSK9UqRJ3797l6tWrFP5vOOXRo0cpUqQIgYlO0hYtWkSOHDno3r27+bHo6Gj8/f3N2zp27BidOnUCtDvdp0+fpnJl+0OqRo4cyTvvvGNefvDgAUWLFiV//vzkth6y+AiMRiMGg4H8+fNn6I9k/XoIC9Ne36mTgaJFC2QoLmfkqGNlT/fuBqZMAaUM7NmTj1dfdejms1xmHqvsKKuPl1Kwfr02esTLS9GzZ26CgzP2f0lWcYa/rV69YOJErf3HHwGMHeuvSxypceSx8pOZaN2H1Eh/dH5+EBwMd+9Kj3TheKb66JD2HukmffrAuXNw9KjlMXfokW7vOim5BHnt2uDpqdW+270b+va11HITNvbu3UunTp24c8dSa9nw37EqXbo0r7/+Om+99ZbDzh3kOtxx7kbdZe7xuQB4eXjxYesPKZAna67bneEcPis52/6ObzWeZf8sIzYhlgV/L2B089Hkz5XfYdt3tv3NTO60ryD7q7f0fJc6XSK9bNmyNGrUiBEjRjBnzhxu3LjBpEmT6NevX5J1w8LCeO+99yhXrhxVq1Zl/fr1LF++nN9//x3QhsONGTOGbt26UbRoUUaOHElISAhNmjSx+96+vr74+vomedzDw8Mhv1iDwZDhbf36q6XdtasBD4/seeLpiGNlT5cuMGWK1l692oPXX3fo5nWRWccqu8rK43XoEFy6pLWbNTOQL59rfV71/tsqXx4qVoQTJ2D3bgOhoQZSKBGqK0cdK/kcuxFTj3QPD0imh55IQaFCWiI9LAwePoREJQSEeGTWPdLTWiPdxNMThg2DIUMgNFR7LL/jEihOy97NgsT10U0CAqBKFfjrL7h1Cy5cgEcsRZLdDRo0iOLFi7Nu3TpKlSpFWFgYpUuXpk+fPhw/fpz33nuP2bNn8/PPPyeboE4PuQ53nM///JzwWK13Y9/qfSmdt3SWvK+J3ufwWc2Z9rdYUDFerfEqX+7/kodxD/lk7ydMbTXVoe/hTPub2dxpX0H2V0/piUH/aO1YsWIF9+/fp0CBAtSqVYv27dszapQ2JMbf35+lS5cC8PbbbzNkyBCeeeYZgoKC+OCDD1i5ciUNGzYE4JVXXuGNN96gSZMm5MuXjyNHjrB27Vq8vJzu/kGaGI2werXW9vWFNm30jccV1axpGaW7aZNl0lYhMoP1pLZdu+oXhyvr3Fn7VynL/39CZAumHulBQdIb81FYTzgqvdKFI5l6pHt7Q4FH6EEaGAjjx0OtWtrQKuu/1ewqcY9hPz8oXjz59evUsbRPn86cmLKBo0eP8uGHH1KrVi2Cg4MpVqwYoF0D79+/n0OHDhESEkLz5s35999/HfKech2ecfei7vHZvs8ArTf6yMYjdY5IZLWRjUbi66ndGPpy/5fcepjNavEK4eac8pusUKFCrE4mY2I9QYnBYGDkyJGMHJn8l9OYMWMYM2aMw2PUw8GDllKgLVuCv3NWOXBqHh7w1FMwezbExMDvv2uTkAqRGUxlUg0GePppfWNxVZ07w+TJWvuXX8BOpyghXI9SWk9qcI/6yZnBunb1tWuQCfWChRsyGi03ZkJCtBPHR1G0KIwd67i4nF3iRHq5clrv/ORY99L/b1JJkVT+/PmJiopK9vnq1auzZcsW2rRpw5gxY1i0aFGG31OuwzPu832f8yBG+7t+qdpLlAgqoW9AIssVzl2Y12q+xsw/ZxIZF8m0XdOY1nqa3mEJIRzEKXukC/tWrbK0JSn36KyPnfUxFcKRzp7VSpIA1K9vOzeeSLuaNS0j6zdtApmLU2QLERFafWCQ+uiPyjqRLj3ShaPcugXx8Vo7vfXR3Zm/v+1Nh+TKuphYJ94lkZ6s7t27M2XKFGJiYpJdx9PTk6FDh/Lbb79lYWQiOWHRYczYNwPQeqO/3/h9fQMSuhnRaAR+XlrN5S/3f0now1CdIxJCOIok0l2IddL3v3lbxCNo1sxSjnbNGsv1khCOZN2Z56mn9IvD1Xl4WMq7xMRoEy4L4fKsJxqVHumPRkq7iMxgXR/d+maNSJnBYDvXQ3ITjZpY11Q3jc4RSYwdO5bIyEhq167NH3/8gVLK7noPHjwgOjo6i6MT9ny+73PuR98HoHfV3pTMU1LfgIRuCgUU4rUarwEQFR/F9D3TdY5ICOEokkh3EefPw/HjWrtuXendmhG+vtCunda+exd27tQ3HpE9WU8MLIn0jDEl0kEr7yKEyzNNNAqSSH9U1ol0U907ITLKVB8dpEd6eln/X1a+fMrrWvdIl0R6sgICAti6dSvFihWjdevWlC9fHoPBwIYNG/jjjz/YunUrM2fOZODAgTRu3FjvcN3eg5gHfLr3UwA8DZ7SG13wXsP38PH0AeCL/V9wN+quzhEJIRxBEukuwjopJ2VdMk7Ku4jMdPcu7NihtcuUSX2Es0hZkyaWzmtr10JsrL7xCJFh0iM94/z8IDhYa0siXTiKdY90U10xkTYtW2o901u0sO2dbo91KRgp7ZKivHnzsmbNGjZu3Ejt2rUJDAxk1KhRtG7dmhYtWjBo0CCKFSvG119/rXeobu+LP7/gXrR2o/yFqi9QOri0zhEJvRXJXYSXq78MQERsBJ/v+1zniIQQjiCJdBch9dEdq317ME0av2qVNu+bEI6ybp2l/PFTT2nXleLReXtDx45aOywMtm3TNx4hMkx6pDuGqcdwWJh2B1OIjJJE+qPr3BlWrIDBg1Nf17oUjPRIT5PmzZuzfPly7ty5w4kTJ1i7di2//PILx44dY//+/RQtWlTvEN1aRGyEuXSHh8GDUY1H6RyRcBYjGo3Ay0NLPHy27zPzRLRCCNcliXQXkLh3a2plB0XqgoK0Xq4AFy5YyuYI4QhS1sXxpLyLyFase6TLZKOPrkwZS/vcOf3iENmHqbRL7typ96oWSeXIkfZ1TUPNHjyQHi3pYDAYqFChAm3btqVTp05UqlRJ75AEMOfgHO5E3QHg+crPUzZvWZ0jEs6iRFAJXqz6IgD3o+/zxZ9f6ByRECKjJJHuAn77TXq3ZgbrxJyUdxGOEhur9UgHLT/WsKG+8WQXbdqAj1ZikLVr5ZpbuDjpke4Ypa2GzZ89q18cInuIjraMbJDe6JnPlEiPjdVmExdJVK5cmZ9//jnN61+/fp2BAwfyv//9LxOjEolFx0fz8e6PzcsjG43UMRrhjEY2GomHQUu9Td8znYexD3WOSAiREZJIdwFS1iVzWPcUlkS6cJRt2yA8XGt36GApISQyJiAAmjbV2pcuySgS4eKkRrpjWPdIl0S6yCjrsi4y0Wjms55wVOqk29W9e3d69+5NsWLFGDlyJBs2bCA0NBT1X2+CqKgojh8/zrx58+jUqRPFixfn4MGDPCXDIbPUwr8Wcj3iOgBdKnShUgEZJSBslc1blh6VewBwJ+oOsw/M1jkiIURGSCLdycXEwPr1WjtvXmjQQN94spNixeCJJ7T2gQMyV5lwDCnrknlMddIB1qzRLw7hOPv376dp06bkyZOHQoUK8dZbb/HwodZLZ+nSpVSuXJncuXNTtmxZZs6cqXO0DmRKpHt42CaTRPqEhEDOnFpbEukio6wT6YUK6ReHuzD1SAepk56MDz74gNOnT/P8888zb9482rVrR8GCBfH29iZHjhz4+/tTrVo1XnvtNR48eMDy5cvZtWsXFStW1Dt0txGXEMdHuz4yL0ttdJGcUY1HYUArLfDxno+Jjo/WOSIhxKOSvpJObutWiIjQ2tK71fE6doTDh7X2b79Bv376xiNcm1KWRLq3t1aORDhOhw4wcKDWXrMGRsrIWZd2+/Zt2rRpw4QJE9i0aRM3btygS5cuDB8+nC5duvDmm2+ydu1aGjZsyL59+2jXrh0hISF069ZN79AzzpRIDwqSem0ZYTBo5V2OHdNKcty7JzXnRdrFxsKsWXD6tHaybRpOBtIjPStY30SURHqyQkJC+Oijj5g0aRL79u1jz549XLt2jaioKPLly0eFChVo2rQpReRvVhfLjy/n4v2LALQp3YaahWrqG5BwWhXzV6TL41346eRP3Ii4waK/FvF6rdf1DksI8QgkLevkrHtdSu9Wx+vYESZO1Npr10oiXWTM0aPw779au1kz6WjqaKVKQcWKcOIE7NkDoaGQP7/eUYlHdeHCBZo0acKAAQMAKFKkCC+++CLz5s2jRo0aDBo0iEaNGgFQr149mjVrxvbt210/ka6UbSJdZEyZMloiHbRe6bVr6xuPcB2bN8OmTfafK1kya2NxR9Y90qW0S6q8vb1p1KiR+XtR6M+ojEzZOcW8LL3RRWpGNhrJTyd/AuCjXR/xSo1X8PKQlJwQrkZKuzgxpbTkLmi9W1u10jee7KhWLShQQGtv3KjNMyXEo5KyLpmvUyftX6Usk7oK11S7dm2bSdSUUqxevZratWvTt29fJkyYYH7uzp077Nq1i9qukCTdtw9mzIArV+w/HxFhmUFcEukZZ10n/dw5/eIQrufUKUs7Tx4oXhwqV4Y33oDHHtMvLnchPdKFi/v55M+cvH0SgMbFGtO4eGOdIxLOrlahWrQqpSV1Lty/wPd/f69zREKIRyG3v5zYqVNw4YLWbtxYerdmBg8PrVzEggXw8KE2UaSU4xCPynoEiXU9b+E4HTvCR/+VolyzBnr31jce4RhxcXH079+fkydPsnjxYpvnbty4wVNPPUXVqlXp1atXstuIiYkhJibGvPzgvx6ORqMRo9GYofiMRiNKqdS3Ex2NYepUbYKTy5dR06YlXefuXQz/TRSnAgMhg7E5mzQfK0cpWdJyPM+ccanjmeXHysU5+ngZTp/W7sp6eqLmzAEfH+s3c8h76MUl/rYCAiyf3fv3dTvmjjxWWXW8Q0NDiYqKSvJ4sWLFsuT9hXbzX3qji0fxfuP32Xh+IwBTdk6hR+UeeBikf6sQrkQS6U5MknJZw5RIB+2YSyJdPIpbt2D/fq1dubLWsU04Xr16EByslUNev14rcWud+xCuJzQ0lO7du3Pjxg22b99OSEiI+bmDBw/SpUsXatSowXfffYeHR/IXGlOmTGH8+PF2tx+dweFGRqORsLAwlFIpxuB16hT+pjrLx44RfvAgCUWL2q5z7hz+sbEAxHh6EnXrVoZiczZpPVYO4+VFoIcHhuho1PHjhLnQ8czyY+XiHHq8oqMJOncOlCKhWDHCTeWWsglX+NvyjI8n4L//C2OvXiVSp8+uI49VuHWdfQcLDw9nyJAhfPfdd8l+pyWYRjuJTPfHhT84eP0gADVCatC6dGudIxKuoknxJtQrUo+9V/Zy/NZx1p5eS6fynfQOSwiRDpJId2Kmsi6gJXtF5mjVSiudExenHfPPP5e530T6rVundWwD+bxmJi8vaN8evv1Wmxduxw5o0ULvqMSjOnr0KB06dKB27dqsWrWK3FZDr5YtW0a/fv0YOXIko0ePxpDKf8wjR47knXfeMS8/ePCAokWLkj9/fpvtPgqj0YjBYCB//vwpJ1q2b8dgdWfH5+BBqJlo4rFTp8zr+BQtSoCpvlg2keZj5UCGihXh+HF4+BBfHx+XKZmjx7FyZQ49XsePY/D2BkBVr04O+RxmPS8vy/+FSuGv0+/AkcfKz8/PQVElNXjwYJYtW8Yrr7xC1apV8fX1zbT3Eqn7aNdH5vbwhsNTPUcRwsRgMPB+o/d5arlWB3Tyzsl0LNdR/oaEcCGSSHdS9+7Bzp1au2xZKFdO33iys9y5oUkTbb6pCxfg5EltQkMh0kNufGWdjh21RDrA6tWSSHdV165do0WLFrz00ktMnTrV5gJiw4YNvPzyy6xYsYLOnTunaXu+vr52EwseHh4OSSQZDIbUt3X6tM2dWMPWrdC3r+2wibAw8zqG4GCtxlg2k6Zj5Uhly8Lff2vvff68NgGKi8jyY+XiHHa8zp+3fA7LlZPPoR6Cgiy/gwcPdP0dOOpYZeaxXrt2Lf/73/8YNGhQpr2HSJsD1w6w6bw2UXHpPKXp+nhXnSMSrqZDuQ5ULlCZ47eOs/fKXrZd2kbTEk31DksIkUZOemYlfv/dMheZJOUyn3XpHOuSOkKkRVwcbNigtfPkgfr19Y0nu2vTBjw9tfbq1ZaRAMK1fPXVV9y+fZtZs2YREBCAv78//v7+VKpUiYkTJxIfH88LL7xgftzf35/+/fvrHXbylLKdvBC0yTd277Z9zLqEhIv0nHZ61hOOnj2rXxzCdZw5Y2lb//2IrOPlBblyaW2ZbDRV0dHRVKlSRe8wBLa90Yc1HIanh6eO0QhX5GHwYETDEeZl678pIYTzk0S6k5L66FnL+maFdc9iIdJi1y74b15D2rTRrg1F5gkK0iZgBq1T4T//6BqOeESTJk1CKUVERITNz99//83OnTtJSEhI8tzs2bP1Djt5N29akkHBwZbHf//ddj1JpDueJNJFepkS6T4+IBM06sdUdst0EiWS1b59e3bs2KF3GG7v9J3T/HjiRwAK+hekdzWZ9V48mucqP0eJoBIArD+7niM3jugbkBAizSSR7oQSErR6ywABAZaEkcg8ZcpA+fJae9cubSJDIdLqt98sbRlBkjU6Wc3JI6NIhFOw7o3eti0ULqy1jx2Da9csz927Z2nnyZM1sWV3hQpBjhxa+9w5fWMRzi8iAq5f19qlSsndbz2ZEukPH0J8vL6xOLnRo0ezYsUKpk+fzpkzZ7h7926SH5H5pu2ahkIbCjmk3hD8vDKvLr7I3rw8vBhaf6h5edruaTpGI4RID0mkO6F9++DOHa3durVtaVWReUw9/xMSLGU6hEgL0ygGg0HLn4nM1769pW268SiErqwT6RUqaMNTTDZutLRNPdI9PCxJJJExBgOULq21b9+WMhEiZdajFsqW1S8OAYGBlrb0Sk9R5cqVOXXqFO+99x4VKlQgf/78SX5E5roWfo3FRxcDkNs3N6/XfF3niISr6/tEX/LmyAvA8uPLuXj/or4BCSHSRLpgOCGZtFAfHTvCJ59o7TVr4Pnn9Y1HuIaLF+HECa1drx7ky6drOG6jfHkoWVKbIHjHDggP10bwCKEbUyLdYNBmCC9VChYv1npZbtoEvXppPV9NifTAQJuJSUUGlS4Nx49r7bNnoWZNfeMRzsu6Prok0vWVOJFuXRZL2Pjggw9sJuUWWe+zvZ8RmxALwJu13iTQLzCVVwiRspzeOXm7ztuM2zaOBJXAp3s+5bN2n+kdlhAiFZJId0LWZQratdMvDnfTsKHWOfDBA1i/XuuZ7ilzx4hUyI0vfRgMWq/0L7/UJnv94w/o3FnvqITbio7W7uoAFC1qmUCvbl2tXtj9+9odn6ZNLb2lpT66YyWuky6JdJEcSaQ7D+mRnmbjxo3TOwS39iDmAbMPavO0+Hj6MKjeIJ0jEtnFgDoDmLp7KpFxkcw7PI8PmnxA3px59Q5LCJECKe3iZK5cgaNHtXatWlCwoL7xuBNvb2jVSmvfvQv79+sbj3ANkkjXj/WNRus69UJkubNnwWjU2hUqWB5v3drS/uILOHDAUgdY6qM7lnUi/eRJ/eIQzs+USM+RwzKXgdCHdXkrKckknNicg3N4EKPd7OldtTcF/eUiXThG3px56fdEPwAi4yL5cv+XOkckhEiNJNKdzPr1lrYk5bKe1F0W6REZCVu2aO1ChaBaNX3jcTfNmoGvr9b+7TdQSt94hBtJ/MeWuD66yRNPQKNGWjs2FiZPtjwnPdIdq3Bhy82Jgwdl0lFh3717Wh190G6+SKkMfUkiPUX//vsvcXFx5nZqPyJzxCbEMmPvDAAMGHi3wbv6BiSynSH1h+Bp0IbCz/xzJpFxkTpHJIRIiSTSnYx18lbKumQ964kiJZEuUrN5s1bRAbSbMHI9nrVy5tSS6QBXr1rKIwuRqU6cgBdegLFjtbtpkHwi3WCAd96B6tW1ZVNvdJBEuqMZDPDss5blxYv1i0U4L5lo1LlIaZcUlSxZksOHDwNQokQJSpYsmeKPyBzfHfuOq+FXAXiq/FOUz1de54hEdlMiqAQ9KvcA4HbkbRYcXqBzREKIlDhlIv3WrVs888wzBAQEkC9fPgYOHGi+G5/YjBkzKFu2LLlz56Zy5cqsWLHC/JxSisDAQHLlyoW/v7/55+HDh1m1K+kSGwsbN2rtvHm10i4ia1n3Kt6/H27d0jce4dysb7bICBJ9SHkXkeXWrtUSPocOwdSp2oQapkR6rlxQpIjt+t7eMGqUNgGpNUmkO17btlCggNY+dMhSK08Ik9OnLW1JpOtPeqSnaP78+ZQuXdrcTu3HEdz1Ojw5Simm7Z5mXh7WcJiO0Yjs7L0G75nb0/dOJ8GYoGM0QoiUOOVkoz169CBfvnxcu3aNBw8e0KZNGyZMmMDEiRNt1vvmm2/4+OOPWb9+PZUqVWLt2rU8++yzlCxZkjp16nD69GkiIyMJDw/Hz89Pp71Ju927ITxca7dpIxNd6qV9ezhyRGtv2AAvvqhvPMI5KWVJpHt7Q4sW+sbjrtq3h0H/zff0228wfLi+8Qg3cPOmpX3wIEyZYkkAlS9vf2iKn5/Wg33ECLh8WXvMlPAVjuPtDb16waefasuLF8O0aTJcSFhIj3TnIj3SU9SnTx9z+6WXXsqS93TX6/DkrDu7jr9D/wagQdEGNCjaQOeIRHZVrWA1WpVqxcbzGzl/7zy/nPqFrhW76h2WEMIOp+uRfu7cObZs2cL06dMJCAigcOHCjBgxggULkg5vuXXrFu+//z6VK1fGYDDQsWNHHn/8cXbu3AnA/v37qVSpkst8eUtZF+dgfeylvItIzpkzcOGC1m7UCAIC9I3HXZUpY8mF7NolHdpEFggNtV3et8/Sti7rklju3DBhAtSrB08+CXXrZk587q5pUyhWTGv/84/t70e4N6UsE40GBMjNLGcgifQ027x5MytXrjQv37x5k/bt21OwYEF69+5NtKnWYAa483V4cmx6ozeQ3ugic1n3Sp+2expKJoASwik5XY/0Y8eOERwcTBGrodFVq1bl6tWr3L9/nyCrodAjR460ee3Zs2c5ceIEtWvXBrQvcKPRSIMGDThz5gyPP/44//vf/2jQwP6d5JiYGGJiYszLD/47oTMajRiNxgztl9FoRCmV4nbWrTMABgwGRatWigy+pctKy7HKTHXrQmCggbAwAxs2KOLilNOODtD7WLkaRx4vrYyIdi+ybVtjtvu8utLfVrt2Bs6cMZCQABs2GOnWLWvf35HHyhWOt1uLi4O7d7V2zpyWGukmKSXSAfLl08q8iMzj4QG9e8OkSdry4sVQp472uHBvt29b7raWLSsjFZyBry/4+Gj1LeVOeIo++OADWrVqZV4eNmwYO3bsoFWrVvzwww+ULVuWMWPGZOg93Pk63J791/az9eJWAMrnLU+Hsh1c4jzNlc7hHSE77W/zEs2pWqAqR28dZd/Vfey4tINGxRrZrJOd9jc17rSvIPurt/TE4XSJ9PDwcHLlymXzmGk5IiLC5gvc2j///EOHDh3o2bMnjRs3BsDX15datWrx4YcfkidPHr744gtat27N0aNHKVWqVJJtTJkyhfHjxyd5PDQ0NMN3+Y1GI2FhYSil8LBzMXftmgfHjmk9Y6pVi0Opu25bnzu1Y5UVGjcOYs0aP+7eNbBhw11q1bJfG1BvznCsXIkjj9eqVXkAXwBq177LrVvxKb/AxbjS31a9ej58/nkwAD//HM2TT2ZtrzZHHqtwU30v4Zxu37a0a9bUJtYw1YQ1GJLWQRf6qFNHu6lx6pRWSuePP8AqASXc1JUrlrZMzOgcDAZttI71TQ5h1+nTpxn+X/26+Ph4fv75Zz766CPefPNNPv74Y+bPn5/hRLq7XocnZ8rWKeZ2v0r9uB16O4W1nYcrncM7Qnbb336V+jHw1kAAJm+dzMK2C22ez277mxJ32leQ/dVbeq7DnS6RHhAQkGQSEtNyQDK1E37//Xeee+45evTowRdffGF+fOrUqTbrvfvuuyxYsIDffvuNAQMGJNnOyJEjeeedd8zLDx48oGjRouTPn5/c1pPhPAKj0YjBYCB//vx2/0h+/dXS7tTJmwJuPNw0tWOVFTp3hjVrtPa+fcG0b++cw6qc4Vi5Ekcdr6go2LtX68lWuLDiySeDs13HNlf623r6aciRQxEVZWDr1hzkz++Xpb8PRx4rVx8Cne1Z3+HOn1+rx33/vjahRtOm2mSjQn8GA/TpA6YekwsXaiV1pAaXe7Oe36BgQf3iELZMifQHD7TyO9nthMpBHjx4YE5kHzx4kIcPH/LUU08BUKdOHcaNG5fh93DX63B7Lt6/yJrz2sVggVwFeLPhm/h5ucY5miudwztCdtvfV/O+ykcHPuJq+FU2XNrAPY97lM9X3vx8dtvflLjTvoLsr97Scx3udIn0SpUqcffuXa5evUrhwoUBOHr0KEWKFCHQuo7efz7++GM++OADPv/8c/r162fz3AcffEDnzp2pUaOG+bGYmBj8/f3tvrevry++vr5JHvfw8HDIL9ZgMCS7rQ0bLO327Q14eLj3SWRKxyortG9vaa9bZ2DiROf9feh9rFyNI47X9u1g6hzTrp0BT0/n/fvICFf528qZU5vsdc0auHHDwNGjBp54ImtjcNSxcvZjDXDt2jU2bNjAuXPnuHPnDnnz5qVYsWK0adOG4sWL6x1e5rJOpBcooCV8BgzQSolIkta5VK6sTWCxc6eWoFu4EN5+W++ohJ6s5zdw4w4rTsd0fWc0wsOHkMx1mrsrUKAAZ86coXHjxmzatInixYubS7CEh4fj7e2d4fdw1+twe2b+OZMElQDAW7XfIqdPzgzHkJVc5RzeUbLT/vp5+DG43mDe26jVS5+xbwZfd/raZp3stL+pcad9BdlfPaUnBv2jTaRs2bI0atSIESNGEBUVxYULF5g0aVKSL2eAuXPnMn78eDZv3mz3+ePHjzNw4EBu3rxJTEwMEydOJDIy0nz33lnExcHGjVo7b174r7Sc0FFICFSvrrUPHrTtxCSETAzsfKx/D+vX6xdHdrZ27VoaN25M0aJFeeWVV5gxYwarV69m5syZ9O/fn1KlSlGvXj3Wrl2rd6iZJ3Ei3SR3bulF6YxefRVy5NDav/8OJ0/qG4/Ql/XJnCTSnYd1b2Mp75Kstm3b8v777zN06FCmT59O586dzc+dOnWKEiVKZPg93PE63J770feZd3geAH5efrxZ+02dIxLu5tUarxLgo3XQWHRkETcjJBkhhDNxukQ6wIoVK7h//z4FChSgVq1atG/fnlH/Tc7l7+/P0qVLARg/fjxRUVG0bNkSf39/88/kyZMBmD9/PhUqVKBKlSoUKlSIPXv2sHnzZoKDg3XbN3t27QJTOZ7WrXHaiS3djSTmRHJMfw9eXlpPaKG/tm0tbfm8OtaFCxd48skn6dWrF1WqVOGXX37hzp07REREcOXKFcLCwggLC2PDhg3UrVuXPn360KxZMy5duqR36I5nXSM9f3794hBpExwML75oWf7qK4jPXvNZiHRI7kaY0Jd1T+cHWTvHiSuZPHky1atXZ+7cuTzxxBOMHj3a/NyyZcuSncQzvdztOtyeOQfnEBEbAcBL1V4iX858Okck3E2gXyCv1XwNgJiEGL7a/5XOEQkhrDldaReAQoUKsXr1arvPRUREmNtXrCcNsiMoKIh58+Y5NLbMIL1bnVP79jDlvzlm1q/Xyq0Kce4cnDmjtRs0sL3+E/opVQrKltV+N7t3a53a5HfjGI0bN2bIkCGsW7cuySRkJgEBAbRs2ZKWLVsydepUPvvsMxo1asTly5ezONrMZZBEnOvp0AE2b4azZ+HiRVi9Grp00TsqoQfT5zcoCHx8dA1FWLH+spYe6cnKly8f65PpKbBlyxaHzbHibtfhicUmxPL5vs8BMGBgSP0hOkck3NXAugOZsXcGCSqBrw58xYhGI8jhnUPvsIQQOGmPdHdjOicyGKBNG31jERb16lnO7TduhIQEfeMRzkFufDkvU6/0+HgtbyYc4/DhwwwdOjTZJHpivr6+DBs2jEOHDmVyZDowJeJy5dKK8wvn5+EBb75pKb2zdCncvatvTCLrxcVZfu9yE8y5WJd2kR7pjyR37tz4yM0hh1hxfAVXw68C8FT5pyiXt5zOEQl3VSywGN0rdQfgduRtlhxdonNEQggTSaTr7No1OHpUa9esKef2zsTLC1q21Np37mi10oWw7gwkiXTnIuVdMkf+/0qYxMXFccu6R/Z/fvrpJ2JjY5N9XbZhNFpKu8iXtWspW9byH3ZMDGTHmzwiZbdvg1JaWz6/zkVqpAsnoZTikz2fmJffbfCujtEIAe/Uf8fcnr5nOkZl1DEaIYSJJNJ19vvvlrZ1Ekg4B+sRApKYE9HRlp7OISFQtaq+8QhbTZqAr6/WXr/ekjMRGbdp0yZKlizJjBkzbB6/ceMG3bp1o3jx4uzatUuf4LKI4d49y9AkScS5nieesLSlR7r7sZ5o9LHH9ItDJCWlXYST2HJxC0duHgGgTuE6NCzaUOeIhLurVagWTxZ/EoB/7vzDujPrUnmFECIrSCJdZ9bJWUmkOx/rRPqGDfrFIZzDjh0QFaW127a1VAoQziFXLnhSO9fk33/h1Cl948kujh8/zlNPPUWBAgVo3bq1zXP58uXjp59+omDBgrRu3ZrTp0/rFGXm87hzx7IgiXTXkyePpW39uxTuITTU0pbPr3ORyUaFk5i+Z7q5PbT+UAxyoi+cwND6Q81t6xETQgj9SCJdRwkJlh7pgYFQt66+8YikihWDihW19t69cO+evvEIfcmNL+cn5V0cb8qUKVSsWJHdu3fTtGlTm+e8vLzo3Lkzu3fvpnTp0kyePFmfILOAh6msC0B2K1vjDvLmtbTly9z9WPdIl0S6c5Ea6cIJnAw9ydozawGtNvUzjz+jc0RCaDqW62iu1b/l4hYOXz+sc0RCCEmk6+jAAcu1XMuWWk1u4XxMvdKNRti0Sd9YhL5MoxI8PCz184VzkUS64+3cuZMhQ4bg5+eX7Do5cuRg0KBBbN++PQsjy1rSI93FBQVZ2lLaxf1Yz+8gpV2cS0CAZYiflHZJ1b///kt8fHyStsiYGXtnmNuD6g7Cy0MuzIVz8DB4MKTeEPPy9L3TU1hbCJEVJJGuI+skj3UJEeFcJDEnAK5cgb//1tp16kBwsL7xCPsefxyKFtXa27ZBZKS+8WQHN2/epFixYqmuV7ZsWa5fv54FEenD07pHuiTSXY+Xl6XnqyTS3Y91Il1GlDgXg8Hy2ZREeooSEhIoWbIkx44dM7ePHj2qd1guL/RhKIuPLgYgwCeAV554ReeIhLDVu1pv8ubQRtZ9f+J7rj/MvufbQrgCSaTryLrmtiTSndeTT0KOHFp7wwaZwNBdyefVNRgMlptfMTFaMl1kzGOPPca///6b6nrXrl0jj3Ud6mxGeqRnA6Y7oPfuyZe5uzGVdsmdG1IYXSN0YkqkS2mXVCmlUP/9/6Xk/zGHmH1gNtHx0QD0q9GPQL/AVF4hRNbK6Z2TN2q9AUC8MZ75x+frHJEQ7k0S6Tq5dw/27dPaFStqtbiFc/LzgyZNtPbVq5ZeycK9WCfSpT66c5NRJI7VvHlz5s6dm+I6SilmzZpFw4YNsyiqrGeuke7jY1vTV7gOUyI9Ph7Cw/WNRWSd+HjLBLNS1sU5mSYcjYnRfoTIItHx0Xyx/wtAK6ExsO5AnSMSwr43a7+Jt4c3AN+e/JaHsQ91jkgI9yWJdJ1s2qTV3Abp3eoKJDHn3uLjLfXx8+SB2rX1jUekrEUL8PTU2vJ5zbjhw4ezb98+nn32WS5evJjk+du3b9OrVy927drFkCFDkm4gO1DKkkjPn99Sz1e4FuuaXFLexX3cvm0ZgSCjSZyT9c3JAQPgww9h6VLbkjxCZILvjn3HrYfa31nXx7tSIqiEvgEJkYyQgBB6VukJwP2Y++ZyREKIrCeJdJ1YJ3ekd6vzs/4dWfdMFu5h/37biYFNSVrhnAIDoX59rX36NNjJ/Yp0qFChAosXL2bt2rWUL1+eWrVq8eyzz9KzZ08aNmxIkSJF+Pnnn/n6669p0KCB3uFmjvBwiI3V2pKIc13WiXTTf+oi+7NOxsrn1zkVKWJp37gBe/fC8uUwdqx+MYlsTynFp3s/NS+/U/8dHaMRInXWk45+tu8zjMqoYzRCuC9JpOtAKUsyNkcOrQa3cG7lykHx4lp7+3Z4KCOp3IqUdXE91iN95OZXxj377LP89ddfvPTSS4SFhbFmzRpWrVrF/fv3eeONNzh+/DivvJKNJ+eSRFz2YF3DX3qkuw/5/Dq/zp2hUycoWxZ8fS2PX7kCERG6hSWytz8u/MGxW8cAqFekHvWK1NM5IiFSVq1gNZqXaA7AmbtnWHt6rc4RCeGeJJGug7//1mptg1Z7W+Y8cn7WExjGxsLWrbqGI7KY9QiS1q31i0OknSTSHa9cuXJ8/fXXnDlzhqioKB4+fMjff//Np59+SunSpfUOL3NJIi57kNIu7sk00ShIjXRnFRAAr70G06fDypXQvLnluRs39ItLZGs2vdHrSW904RoG1R1kbk/fO13HSIRwX5JI14GUdXFNkphzT3fvaqVdACpVsh19LJxXjRqQN6/W/uMPiIvTNx7h4kJDLe38+fWLQ2SMJNLdk/XnV26EOT+DAYoWtSxLIl1kgpOhJ/ntzG8AFA8sTpfHu+gckRBp075se0oHah1Ytl7cyuHrh3WOSAj345XWFS9fvkyvXr3SvOHt27c/UkDuwDoJKxONuo7mzbXa2AkJkkh3J9YTA8uNL9fh6QmtWmklVh88gH37oFEjvaNyPefPn+fVV1/l3Llz5M+fn88++yz71kFPifRIzx4kke6erHuky+fXNRQsaGlLIl1kgs/2fWZuv13nbbw80pwWEUJXHgYPXq3yKiN2jgC0kRWLu8jEo0JkpTT3SI+MjGTnzp20aNGCFi1a0Lx5c3bu3Em1atXMj1WrVo1du3bRsmXLzIzZpUVGwo4dWrtYMShfXt94RNrJBIbuyXoEidz4ci0yiiTjnnvuORo3bszFixcZOXIkHTp0IDIyUu+wsp70aM0erGuky2Sj7sN0IywgQJucSDg/60T69ev6xSGypTuRd/g/e/cdHkXVBXD4t+mkESAJhN6LQFB6JxRpgiKKAoIo2GmKFRAQUVD8VBREFASVIiqCIKiA9E7oEHpROqT3vvP9MWwJhGRDNpkt532efXJndndy5u4ms3P2zrk/HlYTj74evjzX+DmNIxKiYPrV7kfpEurggKXHlnItUf5PClGc8kyk6/V64y07OxudTsfEiROZMGECEyZMAGD48OHG5ZdffhmAiRMnFn3kdmrLFkhPV9vduqlXLwr7IYk556IosG6d2i5RAtq10zYeUTDm9ezl7/XenDlzhna33vjt2rUjPj6em+ajs52EzrDPLi45RzUL++LuriZTAaKjtY1FFI/sbIiKUtvyJZj9kBHpuXJ1dWXTpk3UqVMnR1sUzDf7vyE1KxWAYQ8Mo6RXSY0jEqJgvN29eaHxCwBk6jP5KvwrjSMSwrnkmUh3c3PD3d0dd3d3GjZsmGOdh4cHOp2O+vXr3/EYcXfr1pky5zK61f5IIt25yMTA9q18eTAclvbtM+VShOVGjx7N6NGjmT17NgMGDOCRRx6hatWqWodV/Awj0suUUesGCftl+CIkNlb9tlQ4tuhoU302SaTbD19f9QaSSL9Nhw4d8PHxuaMtLJORncGsvbMA0KFjVItRGkckxL15pekrxpJEc/bNITUzVeOIhHAeeSbSN23axMaNG9m4cSMLFiwAMC5v2LABRVH4/vvv73iMuDvD6FZXV+jcWdtYRMHJBIbOReYzsH+G101R1Hr3omAmT57MV199RUpKCiNHjmT58uVah1T80tIgMVFtSyLO/hnKu2RmQlKStrGIoifzG9gvw6j0yEjIytI2FuEwfj72M9eS1DIYfer2oXqp6hpHJMS9qeBfgSfrPwlAdGo0C48s1DgiIZxHnon0Dh06GG8tWrQAICYmhujoaGJiYtDpdCQkJBAdHU10dDQJCQmAOjGpuNPlyy6cPKmOSG/RAgICtI1HFJxhAkNQJzDcu1fbeETRkkS6/ZOrSAqvQ4cOvPHGGzzyyCPonLEemVkiTpFEnP0zfBsOUifdGZhPNFq2rHZxiIIzJNIVJec8FULcI0VR+Hz358bl11q+pmE0QhTeqy1fNbZn7J6BIlfaCVEsLJ6e2tXVFT8/P4YOHWpc5+/vz7vvvpvjcf7+/jRq1IiYmBjrRekgtmzxNLbNa/cK+9KtGyxdqrbXroU2bbSNRxSNlBTYulVtV6oEdetqG4+4N23bqvXtU1PVK4IUReamKKh3332XcePG4e3tbfFzUlJSmDp1Kh988EERRlZMzEe0BgZqF4ewDvMJR2Ni1JnfheOSEen26/Y66SEh2sUiHMK2i9s4eP0gAE1CmtC2cluNIxKicJqWb0rbym3ZfnE7J6JOsPbcWrrX7K51WEI4vDxHpBv89ttvfPPNN8TFxREbG0tsbCzvvfcee/fuZcqUKcyZM8e4PjY2VpLod7F5symRLqNb7ZdMYOgctm2TiYEdgZcXhIWp7atX4dgxTcOxS7GxsdSqVYvPP/+c6HwmaLxx4wYffvghtWrVIj4+vpgiLGLmIyElEWf/zCeLlc+rjk8S6fbLPJF+7Zp2cdggvV5PSkqK1mHYnRl7Zhjbr7V8zTmvshMOx/zKCvMrLoQQRceiRPqxY8dYs2ZNjnUff/wxJ06cICYmxjFGnBWxrCzYts0DUAdDNWumcUDinpUvDw0aqO3wcHUeK+F4pKyL45DyLoXz1VdfsXDhQhYtWkTFihXp1KkTb731Fl988QXz58/ns88+47XXXqN58+ZUqlSJ3377jQULFjBz5sx8tx0eHk5YWBilSpWifPnyDB8+nOTkZON9zZs3x9vbm6pVq/Ltt98W9a7mThLpjkUS6c5FEun26/YR6U4sLS2N77//nn79+lG+fHk8PDzw8/PD29ubpk2b8tZbb3H48GGtw7Rp/8b/y6pTqwAo71eefvX7aRyRENbxSJ1HqBZQDYB159YRcTNC44iEcHwWl3YBSE9PNybU09LS2LVrFz4+Phw/fpyFCxfmmDW8b9++1o3UzoWHQ3y8+r1Fly5qrW1hv7p1U0e2GiYwfPJJrSMS1mZIuLq4yMTA9u72RPobb2gXi73q1KkT+/fvZ/Xq1fzyyy/8+OOP3DRLUJUvX56uXbsyefJkevToYdE2o6Ki6NatG++//z7//PMP169f59FHH+Xtt99mypQp9OjRg3HjxjFy5Ej27t1Lt27dqFGjBp2L+w9y8GCUnj1JPHmSMrVrF+/vFtZnnkiXGumOz1Aj3cdHvQn7YV7KxbzWvRNJTU1l+vTpfPHFF8THx1O3bl06d+5McHAwXl5exMTEcP78eebOncunn35K69atmT59Oq1atdI6dJvz3bHvUFDrRw9vNhwPVw+NIxLCOlxdXBnVYhSvrVVHps/YPYO5D8/VOCohHFueI9KXLl3Kl19+yfHjxwH18u5hw4YxbNgw4uPjmTlzJp9++ikuLi689NJLxvuee+65QgV18+ZN+vbti5+fH4GBgYwaNYrMzMxcH/vXX39Rv359vL29qVu3LitXrsxx//Tp06lQoQI+Pj506NCBEydOFCq2e7VunenSMRndav9khKtju3QJbv3bo3nznCV1hf2pU8dUBnnbNrX+vbg3vXr14scff+T69eukpaVx5coV0tLSuHz5MvPnz7c4iQ5w4cIFOnTowIgRI3Bzc6NixYoMHjyYrVu3snz5ckqVKsWYMWNwd3enTZs29O/fnwULFhTh3t2FTgelS5Nds6Yk4hyBjEh3LHo9HDmSc+S5QXY2REWpbRmNbn/KlDGNPHLS0i61atViyZIlvPvuu1y9epWIiAgWLlzIp59+yocffsjXX3/N2rVriYmJYf369VStWpWOHTsyb968e/6djngeHp8Wz0+nfgKghFsJXmzyoiZxCFFUhj4wFH9PfwAWHV1EVEqUxhEJ4djyTKRv376dxYsX89dff3Hq1CnCwsIYOnQomzdvJjg4mCVLlhAbG8tjjz3G448/brUa6f3798fNzY2rV69y+PBhNm7cyPvvv3/H486ePctjjz3GxIkTSUxMZNq0aTz55JOcPHkSgB9//JHPPvuMP//8k7i4OFq0aEGvXr3u+mGgKK1bZ2rLRKP2r107dQJDUBPpMkG2YzH/e5UvvuyfTmd6HdPTYcsWbeNxFB4eHoSEhODhcW+jupo1a8aKFSuMy4qi8Mcff9CsWTOOHj1KaGhojseHhoZyTIrci8K6fbJRYd/++gvGj4dXX73zW9LISDWZDjJRpT1ydTV9AXL9ulN+2H7//fc5fvw4Y8aMoWzZsnd9nE6no1OnTixcuJDjx49Ts2bNe/6djngePv/QfJIz1bJxTzd6mjLeZYo9BiGKkr+nP8MeGAZAWlYa3+z7RuOIhHBseSbSZ82axZ49e3j99depXLkyb731FufOnaNZs2ZEmtUM7dChAxs2bLBKQOfOnWPTpk189tln+Pn5UaFCBd55551cR6H98MMPtGnThieffBJXV1ceffRR2rZty6JFiwCYO3cuI0eOpFGjRri7u/P+++9z48YNthRzFiU2FvbuVdv16ilUqlSsv14UAS8v6NBBbV+9ChFSisyhSCLd8cgkwbYtMzOT5557jhMnTvDBBx+QmJiYo1wcgI+PD0lJSXfdRnp6OgkJCTluoE7KZo2boihW25aj32y6r9zcUHx8UBQFJTpa83hsuq9s8HZHfx04oL6WCQnoT5/Oed/ly+p9ioK+XDnNY9e8r+zwppQtq76GKSno4+Lsoq+saejQobgWsB5o9erVCTPMsl5AjngenqXPYuZe05wto1uMLtbfL0RxGdl8JC46Nb33VfhXZGRnaByREEVv0qZJLD6yuNjf7xbXSPfy8mLo0KEMHTqU8+fPs2zZMurXrw+oifRJkyYRGxtLqULWQDh69CilS5emYsWKxnWhoaFcuXKFuLg4AgICcjw2rxFrR48e5a233sqxD7Vr1+bYsWN06dLljt+dnp5Oenq6cfn2k/B7tW4d6PXqP7UHH1TQ651vREVBmH+gtWVdu8Lff6uv699/67nvvuKPwV76ylZY0l/Z2bB+vQ7QERCg0KSJgjN2r6O9tzp2BBcXHXq9jrVrrft/2Jp95Sj9XRCRkZE88cQTXL9+na1btxISEoKfnx+XLl3K8bjk5GT8/Pzuup1p06YxefLkXLeflpZWqBj1ej3x8fEoioKLi0XztDste+grfy8vXGJi4No14m7cUC9b0YA99JUtya2//P79F9cM9eQpJSKCDLMJKj1PnKCE4T5vbzJyK//ioBzlvVXCxwfPW69hYkSEWmLLyqzZV4mJiVaKShuOeB6+4sQK/ov/D4Bu1btRp0wdh/+s5Wif4fMj+6uqUrIKj9R5hBUnV3At6Ro/Hf2JwaGDNYrSOuS1dWyF3d+L8Rf5cNuHZCvZfLrrU8KfC0dXiM/0BYnDokT6q6++yvPPP29crl69eo4D43333ceZM2coWbJkAcLM3d1GoQEkJSXlOIDnN2KtoCPaiuokfNUqf8AbgObNY7l5s/gvabMn9vLhv0kTVyAIgNWrMxk0qPgnLbOXvrIVlvTXgQPuxMaql3y2bZtOTExcMUZoOxzxvdW4cWn27fPg5EkdBw5EUrGidT6kyEn4vTty5AgPPfQQzZo1Y+XKlfj7q/Ud69evz59//nnHYxs0aHDXbY0dO5YxY8YYlxMSEqhUqRJBQUHG7d4rvV6PTqcjKCjIYf4eioo99JWuYkVj7exgX1/Nat/bQ1/Zkjv6S1HQJSTArfJSHsnJOWuhJyejM9xXr55T1Ul3mPdWzZrotm8HwCMrq0heQ2v2lZeXl5WiMomPj2flypWcP38ed3d3qlWrRvPmzQtVvuVuHPE8/If9PxjbQ+oMyTFRuqNyxM/weZH9NRlSewgrTqplE/+34390Ldu1UIlFrclr69gKu7/Td00nW1FL+HWu0DlH1ZR7UZDzcIsS6SVLlsw3SW6NJDqAn58fycnJOdYZlm8fiXa3xxoel9/9tyuqk/D//Q+6ds1mzZp0evcuia+v4/9RFIa9fPgPCoJKlRQuXdKxZ48Hfn7BxrrpxcVe+spWWNJf4eGmdq9eHgQ70Ym3OUd8bz30EOzbp7YPHAikcWPrbNfWT8Jt1dWrV+ncuTPPPPMM06dPz/FBv2/fvrz55pvMnj2bl156ic2bN7N06VJWr1591+15enri6el5x3oXFxervId1Op3VtuXobL6vSpc2jkLXxcVBHlc6FDWb7ysbk6O/EhMhLc30Wl69Cub9eP266b6KFXPe5wQc4r1VvrzpNbxxo8heQ2v1lbX7evfu3fTu3Zvo6GjjOsOxskaNGrz44osMHz7cap8dHPE8/LcBv/Hbid/47ehvPP7A4wUulWOPHPEzfF5kf016BfWiSXgT9l/bz7GoY5xKO0X7Ku01irTw5LV1bIXZ36SMJJacWgKAh6sHY9qPIdi3cHmbghxLLS7tUlzq169PTEwMV65coUKFCoA6Cq1ixYp3JOvr169PuHnW69ZjW7VqZbz/6NGj9O7dG1AvGTt9+vRdR7QV1Ul4SAgMHqynW7cEfH2DneKPorDs5cN/t24wbx6kpenYvl2nST1te+krW5Fff5nXR+/Rw8XZzrtzcLT3VvfuYBjstH69Cy+8YL1t2+pJeHEzTDZeunTpfB87e/ZsoqKi+Prrr/n666+N66tUqUJERARr1qxh5MiRvP7665QrV46ZM2fec91XIXIwf3/GxiKT19ip69dzLl+5knP56lX1p5dXzklmhf0wK9Vzx+vtBEaPHk2VKlX466+/qF69OvHx8dSoUYMhQ4Zw7Ngx3nzzTebMmcOKFSvyvGLLUo54Hu7p4kn/Bv3pFNwJV1dXu/+cZSlH+wyfH9lfk9davsagFYMA+HLvl4RVCyve4KxMXlvHdq/7++ORH4lPjwfgqYZPEeJf+EnlCxKDzb06tWrVom3btrzzzjukpqZy4cIFPvjgA5577rk7Hjt48GC2bt3KqlWryM7OZunSpWzfvp3Bg9VaUEOHDmXWrFmcPn2a1NRU3n77bUJCQuhgmCVSiEKSCQwdS1wc7NmjtuvWhcqVNQ1HWFnTpmC4KvmffyArS9Nw7MKZM2fw9lZLk924cYMX8vn2YfPmzTRs2NCibX/wwQcoikJSUlKOW8St2ZvbtGnDgQMHjJ8Fnn322cLtjBAG5ol0w0hPRYFr1+Qfgz25cePO5cxb5ROzskz3h4RoVgdfFJKTJ9KPHDnChx9+SNOmTSldujSVb30wHTlyJOHh4Rw4cICQkBA6derExYsXC/375DxcCPvXr34/yvuVB+D3k79zPva8xhEJYV16Rc8Xe74wLr/a8tVij8HmEukAP//8M3FxcQQHB9O0aVN69uzJ+PHjAfD19WXx4sUA1K1bl6VLl/LWW2/h6+vL+++/z2+//Ubt2rUBGDZsGC+//DIdOnQgMDCQw4cPs2bNGtzcbG4gvrBTXbqYrjKVRLr927BBnWwU0OTqAlG03NzUv1lQvzS5bSCVyIVerzfWJo2Li+O7777L8/GnTp2iSpUqxRGaEPfu9hHpAF9/DS+8AB9/rE1MouBuT6QbvgwBuHkT40zh5csXb1zCery9wVDWwwkT6UFBQaSmpt71/vvvv59NmzYRGhrKhAkTrPI75TxcCPvm4erB8GbDAVBQ+HLPlxpHJIR1rTm9hrMxZwHoVK0ToWVD83mG9dnkkax8+fL88ccfud53+wQlffr0oU+fPnfd1oQJE6z2wUKI25UqBc2bw+7dcPw4XLokV4jbM/MvQySR7pi6dYNly9T2unVw6wpkkYe7TVJ07tw5ateuzYgRI/jiC3VUwKFDh2jWrFlxhidEwZkn0mNi4OhR+OsvdXn3bjUJ66TzY9iV2xPpoJZ3qVzZlFAHSaTbu3LlICFBvXokI8M4uawzeOKJJ5g2bRo9evTItewJgKurK6+//jpPP/20VX6nnIcLYf9ebPIiH2z9gNSsVL47+B2TwyZT0ss6cxoKobXPd39ubL/W8jVNYrBoRPpTTz1FfHx8UccihF0yT7iuX69dHKJwFMWUSPf0BLny1DGZ/73KVSSWURSFPn360OXWcP7q1atTo0YNYmNjURSFRYsW8dprr5GZmcnatWtp06aNxhELkQ/zetlRUfDttznvl8tV7MPdEulgqo8Okki3d4byLooCkZHaxlLMJk2aREpKCs2aNWPDhg0oipLr4xISEoxXjwkhRBnvMjzdSP1yLSkjie8O5n1FqRD24tD1Q2z6dxMAtUrXometnprEYVEi/ddff6VBgwasM5+FTwgBSGLOUZw+DYbyku3aqVcTC8dTqRLUq6e29+wxVXUQeRs6dCgvvvgiAOPHj+fatWtkZ2ej0+lYvnw5s2fP5tVXX0Wn0/Hwww9rHK0Q+TAfkb57N/z7b877JZFuH3JLpF++rP6URLrjMK+Tbn6lgRPw8/Nj8+bNVK5cma5du1KnTh10Oh1r165lw4YNbN68mZkzZzJq1CjatWundbhCCBtiXjf6yz1fkqWXOWCE/TOvjT66xWhcdNpUK7fot+7bt4/g4GB69OjB8OHDSUlJKeq4hLAbzZqZJjBcv95UY1vYFynr4jwMkwTr9WpdfJG7vXv3cvjwYWNy/PHHHwfUuqeurq7Gx7Vr14533nmHOXPm0L9/f7y8vLQKWQjLeHqCj4/aNj9oG75BPXwYZHSnbVMUtQQP5CzDIyPSHU9BJxy9cgXeeAO++aboYipGZcqUYfXq1axfv55mzZpRsmRJxo8fT9euXencuTOjR4+mcuXKfOMg+yuEsI66gXXpUbMHAP/F/8fKkys1jkiIwrmedJ0lR5cAEOAVwJD7h2gWi0WJ9NDQUPbu3cuUKVOYP38+999/P7t27Srq2ISwC25u0Lmz2o6NhX37tI1H3BtJpDsPuYrEMi1btqR///4WPbZdu3YoikI9w3B/IWydeXkXgE6dICxMbWdlqcl0YbtiYyEzU21XqQJlyqjt2xPpJUpASakLa9dCQkxtSxLpP/4Ip07B6tWm94MD6NSpE0uXLiU6Oprjx4+zZs0afv/9d44ePUp4eDiVZJImIcRtzOtHm9eVFsIezQ6fTUZ2BgAvNH4BXw9fzWKxeBy8q6sr48aN4+DBgwQHB9O+fXvGjh3L1q1b77gJ4WwkMWff0tNh82a1Xb48NGigaTiiiHXooA5IBfXv9S4lR53etWvXchzTzScdNW+fOnWKwYMHU716dX744YdijVGIe2Ze3sXLC4YMUS8xM9i7N+/n6/XqTWjDvKxL2bJQoYLaTkxUk+yG+8uXh7tMmCzshPmIdEPpnrtJS8s5oiU6umhi0pBOp6Nu3bp0796d3r17U79+fa1DEkLYqC7Vu1A/SP0fsePSDsKvSOk6YZ9SM1P5et/XALjqXBnRfISm8RS4oEzdunXZuHEjrVq1Yvr06XTs2NF4CwsLo2PHjkURpxA2TRLp9m37djBUrOraVc65HZ23N7Rvr7YvXYKTJ7WNx1aVLVuWoKAgFEWhc+fOtGjRAgB/f3+Sk5MBdSLSjh070qpVKzZt2sThw4c5cOCAlmELYRnDCGaAAQPUxHpoKHh4qOv27bv7t2xRUfDss/D882riVhQ/85HJZctCxYqm5QMHTK+dlHWxf2XKgO+tUWf798OxY3d/7P79kJFhWk5IKNrYiliDBg1YsWKFxY+/du0ao0aN4qOPPirCqIQQ9kKn0+WolS6j0oW9Wnx0MVEpUQD0q9+PSiW1vQqrwIn0nTt3cv/997N9+3aeeOIJ5s+fb7wtWLCA+fPnF0WcQti0ypWhbl21vWcPxMVpGo4oIPMvPwz1s4Vjky+/CmbSpEl8+OGHACxcuJDly5fj7+8PwKBBg1i2bBmVKlWiffv2rFwpNRiFHejaFfz9oUkTMEyQ6+EB99+vtmNi4Ny53J+7Y4d6/82b6mSlovjdPiLdPGFufjWBJNLtn04H5mXGvvji7nMY7NyZc9nOE+lPPPEETz/9NJUrV2bs2LGsXbuWyMhIlFtfFKWmpnLs2DHmzZtH7969qVKlCvv375dJv4UQRk81fIpA70AAfj3+K5cT8rmyRwgboygKM3bPMC6blyzSipulD0xJSeGdd95h9uzZBAUFsXz5cvr06VOEoQlhX7p1U0e2ZmerExg+9pjWEQlLGRKpOh08+KC2sYji0a2bOhcZwN9/w6uvahqOTdPpdLRv357g4GAUReGRRx4B4NytJOP06dNxcVG/l+/atSsbZAZXYQ8aNIDFi+9c36yZKRG7dy/UrHnnYyIjTW0HLB1hF25PpBuuJAA4eNDUNq+vLexX797qF1gnTqhXI/z4I7zwQs7HZGTcWZLJzhPpEydO5Pnnn2fGjBnMmzePjz/+GJ1Oh06nw93dnYxbo+8VRaFdu3YsXbqUvn37ahy1EMKWlHAvwctNX2bK1ilk6bOYtXcWH3WRq1aE/Vh/fj0RkREAtK7UmuYVmmsckYUj0tevX0+DBg2YNWsWTz75JBEREZJEF+I23bub2n//rV0comCuXYMjR9R2kyYQGKhtPKJ41K9vKqm7ZQukpmobj627cOECsbGxdO/enQsXLnD+/HmysrJYtWoVmYYJ/4CGDRty0DyJJYS9Ma+THn6XWqLmyfOYmKKNR+TubjXSIec/dBmR7hhcXGD0aNMXJn/8cWeJl4MH7xypbueJ9Jo1axIfH8/HH3/M1atX2bp1Kx999BEjR45kyJAhjB07lh9++IGLFy+yZcsWSaILIXL1SrNX8HBV/39+s/8bkjKSNI5ICMuZlySyhdHoYOGI9G7dulGuXDl+//13uVRMiLto316dwDA93TSBodTatn3r1pna5uU+hGPT6dTXe/589bx72zYp63M3iqJQs2ZN46XkNWrUAHJOOFquXDlatmxJ165dWb9+vSZxCmEVZcpA9epw/jycPasmys0nJgW1RrqBJNK1YUik+/qCjw+UKAFubpCVlfNxkkh3HBUqwNNPw7x56vKXX8LMmabZw3fsuPM5dp5I/++//4iPjwegQ4cOLFy4kDfffFPjqIQQ9qacbzkGNhzI94e+Jy4tjh8O/cDw5sO1DkuIfJ2IPMHfZ9VRqlUDqtKnbh9tA7rFohHpTz31FBEREZJEFyIP3t7QoYPavnRJvfpU2D7z+tiSSHcuUic9fzVq1DCOQL9w4UKO26lTpzh06BDr1q1jwoQJZGdnM2rUKEaOHIler9c6dCHuXXOzS0b37bvzfkmkaysry1Rep2xZ9aeLy51lXHx81Dr4wnH07g316qnta9fUeumKor4nDGVdzMv82HkivWzZsly8eBGA3bt3Ey2lpIQQ98h8JO+MPTPQK/JZXdg+89roo5qPws3F4urkRcqiKBYuXFjUcQjhELp1M41wXrsW7rtP23hE3rKzTa+Xvz+0bKltPKJ4demi5l70erUc06efah2R7XFzc6NKlSr5Pq5z58689NJLnDp1igMHDhhrpgthl5o1g6VL1fa+fTkvV9HrcybPJZFe/KKi1OQpmBLpABUrqiMZDMqXl0sDHY2hxMvo0eoloNu2qVeMPPAAJCerj2nVSl2v19t9Ir1Hjx68/PLL7N+/H51OR5T5l3hCCFEAoWVD6VytMxsubOBszFlWn17Nw3VkoKywXVEpUfx45EcA/Dz8GNZ4mMYRmciZrhBWJHXS7cv+/aZSt126gLu7tvGI4lW6tGng6fHjOfMv4t7UqVOHAQMGaB2GEIVTq5apXMSt0aBGcXFqgs4gNtaU1BXF4/b66AbmddJBJhp1VBUqwNtvq0l1gJUr4auvTPe3aWO6EsHOE+kzZsygb9++zJ49G4DevXsTGBhIt27dGDduHL/99hv//vuvtkEKIezGmFZjjO3Pdn2mYSRC5O/r8K9Jy1LnPnmu8XP4e9rOVYaSSBfCiurVUwdEAWzdKhMY2jrzch7mX4II52Fe3sW8Xr64N5cvX6arFJsX9k6ng+BgtX3zZs5E+e2lFfR6uFXDWBQT80R6uXKmtuEDmIHUR3dczZrBiBGmZUOpH09PaNzYlEhPTCz+2KzIx8eHb7/9lqioKBRF4Z133uGpp54iOTmZL7/8kn79+lGjRg3KlCkjx14hRL661+xOnTJ1ANjy3xYOXDugcURC5C4tK41Z4bMAcNG5MKrFKI0jysk2CswI4SB0OjUhO2+eOoHhli2SoLVl5lcNSH1059S9O0yerLbXroVhtnPFmM27fv0648aNy7EuPj6eDRs2aBSREFZUrpx6mUpmplq+pUwZdX1upRViYiAgoFjDc2qWjkiXRLpje/BB9YoQ8xKkzZqpyXRDIj0tDTIyctZNt0MeHh4888wzDBkyhNq1awOg1+s5ceIE+/btY9++fRw4IAkxIUTeXHQuvNbyNV5a8xKgjkpf1HeRxlEJcaefjv7EzeSbADxW7zGqBlTVNqDbyIh0IaxMJjC0D7GxsHu32q5XDypX1jYeoY1mzaBUKbX9zz/qfGXCpHXr1rne2rRpQ3x8PN9//z2ZmZnGW5Z0oHAU5iOdzRO3uSXSZQLA4iWJdGHQrx889JBpuWNH9af5JLN2Xt7FYP78+cYkOoCLiwv169dnyJAhzJw5kx07dmgYnRDCXgxuNJjSJUoD8HPEz1xJuKJxRELkpCgKn+02lR4yL0lkKySRLoSVdekCrq5qW+qk265//jGVuZWrBpyXq6v6Nwvqlyvh4drGY2t2795NkyZNaNKkCXv27KFbt240btyY3YZvoVAnJDfcpk+frmG0QliReYLWPHGbW9I8Nrbo4xFGOvPXw1CCB8DPT70ZSCLd8el08MIL8Npr8MYbpolPHDCRLoQQ1uDt7s3LTV8GIEufxcy9MzWOSIic/jn/D8duHgOgVcVWtKzYUuOI7iSJdCGsLCAAWrRQ2ydPwn//aRqOuAvzLzkkke7cZJLgvI0cOZLhw4cDMGnSJEbcqkur0+kAqF27tvHWXf6YhKO4WyL9bqVdRPExvB6lS99ZsqNBA/VnpUo5k+rCcbm4QKdO0KGDaZ0k0oUQ4q5GNB+Bh6t6/Pxm/zckZSRpHJEQJuaj0V9v9bqGkdydJNKFKALmuSQp72J7FMWUMC1RAtq31zYeoS3zckySSM+dIWlu3lZuTcA4evRo423QoEGaxCeE1Zkn0q9fN7VzG5EupV2KT3o6xMWpbfPR6AbDh8NLL8GECcUalrAxkkgXQoi7KudbjqcaPgVAXFoc8w/O1zgiIVQRNyP4+6x6Ql4toBp96vbRNqC7kES6EEVAEnO2LSICrl5V22Fh4OWlaThCYxUqQGio2g4Ph8hIbeOxN3379uXRRx/l0Ucf5cEHH9Q6HCGsI78R6WZfLklpl+LjYn5FgPlrZFCypFozOySk+IIStkcS6UIIkSfzutMzds8gW5+tYTRCqD7f/bmxPbrFaFxdXDWM5u4kkS5EEWjSBMqUUdsbNkBmprbxiJzMrxKQShQCTO8DRYH167WNxV4YRqZXrFiRSpUqUalSJcLCwrQNSghr8fY2lQYxjEhXFNPo8woVTMl0Ke1SbFzMv+nMLZEuBOQs65OYqF0cQghhoxoEN6Brja4AXIi7wO8nf9c2IOH0riddZ+GRhQCU9CzJ0AeGahzR3UkiXYgi4OoKXdXjEgkJsHOntvGInNauNY0kNL96QDivHj1M7b/+0i4OW3T8+HEiIiIAOHjwoLFtKO1y/Phx423NmjWaxSmE1ZUrp/6MjoasLDUhZ/hmvGxZKFXKdL8oFq7mZXYMr48Qt3OAEemZmZkcP37c4sd36tSJy5cvF2FEQghHY15/+tNdn2oYiRDw1d6vyMjOAOCFJi/g52m7c924aR2AEI6qRw/46Se1/ddfOedAEtpJTtaxbZvarloVatfWNBxhI1q3Bl9fSEpSr1jQ69X5y4RausWgSZMmQM6a6QcOHDAm1a9du1a8wQlRlMqWhTNn1JHokZGQmmq6r0wZtVZ3TIz6U/5pFAvXf/81LVSrplkcwsY5QCL9/PnzNGzYkOzsbC5evJjv47ds2UJKSkoxRCaEcBQPVn+QhsENOXrzKLsu72LXpV20qtRK67CEE0rOSGb2vtkAuLm4MarFKI0jypsk0oUoIuYjnf/6Cz76SLtYhMnOnR5kZKhJwO7dc5a5Fc7LwwO6dIHff1fzZQcOQNOmWkelvdjYWC5cuMDRo0d5+OGHc9wXFRVF2bJlGTPGVGMxO1vqKwoHYj7i+caNnHXaAgPV2ujnzqlJ9Ph40wh1UWTczp+/1XBTvw0XIjcOkEg3V7Vq1RxfYN9OUZQ87xdCiNzodDrGtBrDsyufBdRR6csqLdM4KuGMfjj8AzGpaqnE/g36U9G/osYR5c3mhs6Eh4fTvHlzvL29qVq1Kt9+++1dH5uYmMgrr7xC+fLlKVWqFGFhYRw4cMB4//79+3FxccHX19d4a9++fXHshhAEB5sScUeOwJUr2sYjVBs3ehjbUtZFmDOvly+TBKtiY2Pp2bMn06ZNw9XVlZIlS7J69WqSk5NRFIW33nqLP//8k2vXrnHt2jW2bt1qHJ0uhN0zr8F9/bppolFQR6QbJkMBqZNeHJKTcTGUdqleXU2mC5GbEiVM7w8HSKQD/P333/j5+XH69GkURWHXrl3s3r0bgDNnzljl2Cvn4UI4nwENBlDOVx04sPzEcs7FnNM4IuFssvXZfLbrM+OyeckhW2VTifTY2Fh69OhB//79iY+PZ/HixYwZM4YNGzbk+vhXXnmFs2fPcvjwYW7cuEH79u3p0aMHycnJAOzbt482bdqQlJRkvG3durU4d0k4OfO6y5KY056iwIYNngC4u0PnzhoHJGyKeSJd6qSrBg8eTNWqVdm9eze+vr7MmjWLp59+mkWLFhEREcGSJUto3rw5VatWZcKECZQpUwa9Xq912EJYh3ki/caNOxPp5iPQJZFe9M6eNbVr1dIuDmH7dDrTqHQ7TKQnJycTGxubY12VKlVwcXGhRo0agDpKvXr16gDGdYUh5+FCOCdPN09GNVfLaCgofL77c40jEs5m1elVnItVv8DpXK0z95e7X9uALGBTifTly5dTqlQpxowZg7u7O23atKF///4sWLAg18enp6czadIkgoKC8PDw4I033uDmzZucOnUKUL9VN9RzFUILMoGhbTl1Ci5dUkcotW8PfrY7f4XQQJUqUK+e2t69W63a4Myio6O5ceMGv//+O/7+/pw4cYLXX3+d9957j7feeotHHnmE8PBwLl26xIgRI/jxxx+pXr06n332Wf4bF8Ie3D4i3XxS0cBAKF3atCyJ9KJ35oypLYl0kR87TqTPmzeP1q1bAzB69Gh0Ol2RX+0l5+FCOK8Xm76Ij7sPAPMPzicqJSqfZwhhPfY2Gh1srEb60aNHCQ0NzbEuNDSU+fPn5/r4X375JcfyypUrCQgIoNatD9fh4eEEBwdTr149YmJiCAsL49NPP6Vixdzr7aSnp5Oenm5cTrj1wUuv1xd6hJ1er0dRFBmpZwFH6qumTaF0aR0xMTrWr1dIT1dwd7fe9h2pr4rDmjWmk5Du3fVIt92ds763unfXceKEDr0e1q7V88QT+T/Hmn1lS/1dpkwZDh8+TIkSJQBYs2YNLVu2ZMKECTkeV65cOd544w1GjhzJ9OnTmTRpEv3796d8+fJahC2E9QQHqyNbFUUdke7tbbovMFBKuxQ38xHpMlO4yI9htERGBqSng6entvEUwODBg6lcuTKPPfYYO3bsKJbfKefhjkP217EVxf4GeAYw9IGhzNw7k9SsVGbvnc277d+12vbvlby2jk2v1xN+PZydl3cCcF/gfXSt3lWz/S/I77WpRHpiYiI+Pj451vn4+JCUlJTvc1euXMkrr7zCrFmz8PPzQ6/XU7ZsWTp37swrr7xCeno6I0aMoGfPnhw8eBBXV9c7tjFt2jQmT558x/rIyEjS0tLufcdQX5T4+HgURcHFxaYuBLA5jtZX7duX5PffS5CQoOOvv2Jo2TIz/ydZyNH6qqj98UcpQP3bb948mps3ZWLEu3HW91aLFh6AOsp05co0wsLyH8lmzb5KTEws1POtzZBEB3jjjTcYOHDgXR/r6enJhAkTGDZsmCTRhWNwc1OT5VFR6oh0wwhXLy81qS4j0ouV7vRpteHlBRUqaBuMsH23TzgaFKRdLAVUunRp7rvvPnQ6Hfv27cPFxeWOyUStPbmonIc7Dtlfx1ZU+zu45mC+Cv8KvaLnyz1f8nTNp/Fy87La9u+FvLaOTa/X8+W+L43Lz9V/jsjISM3iKch5uKaJ9KlTpzJ16lTjcosWLQgICMjxmOTkZPzyqb9gGAH39ddfM2TIEABcXFxYt26d8TF+fn7MnDmT4OBgTpw4QYMGDe7YztixYxkzZoxxOSEhgUqVKhEUFIS/+Yexe6DX69HpdAQFBTnFH0VhOFpfPfII/P672t6zpzQPP2y9SzMdra+KUlIS7NmjnnRUqaLQpk0ZrHwO4lCc9b3Vuzd4eyukpOjYsqUEQUFe+b5PrNlXXl7afmDNjyUJckmiC4dSrpyaSE9MhNRUdV2ZMupIdamRXnzi4kw16mvWBCc6Lol7ZMeJ9Nz8/PPPZGRkGCcA/fHHH42fOb799tsCJ9blPNxxyf46tqLa3+DgYB6v9zi/HP+F6LRo/r7+Ny80fsFq278X8to6tpORJ9lwRZ2HI8Q3hJdav4Snm3ZXjxXkPFzTRPq4ceMYN26ccXnu3Ll88sknOR5z5MiRXA+2oF4CNnjwYHbt2sWmTZto2bKl8b4rV64wY8YMJkyYYDz4Gr7N9vX1zXV7np6eeOZy2Z+Li4tV3sg6nc5q23J0jtRXOScc1TFtmnWzt47UV0Vp82b16l5QXxNXV+mv/Djje8vbGzp2hDVr4No1HUeO6HjggfyfZ62+cqa+FsIulC0Lx46p7aws9aehpEtAgKn0iyTSi5ZZfXSlZk3ke3CRr9sT6XasevXq/Pjjj4SEhPDJJ59Qo0YN5syZY7zv9vNnS8h5uGOT/XVsRbW/b7Z5k1+Oq2WbPt/9OS80eQEXnbZ9Kq+t4/pi7xcoqINMR7cYTQmPEvk8o2gVpM9t6tXp27cvN2/eZPbs2ej1ejZu3MjSpUsZNmxYro9/9tlnOX78OPv27ctx8AYIDAxk0aJFjB8/nrS0NKKjoxkxYgTdunWjatWqxbA3QqjKlgXDXDuHDsG1a5qG47T+/NPU7t69aCdsEvatZ09T2/x9I4RwQuXK3bkuMFD96eJiGpUuifSiZT7RqNRHF5aw40R6SkoKR44cMSaWz549y5kzZ/K8FXYyUjkPF0I0Ld+UDlU6AHA6+jR/nPpD44iEo7qRdIMfDv8AgK+HLy82fVHjiArGphLpZcqUYc2aNcybNw8fHx+GDRvGzJkzCQsLA2Dbtm34+vpy8eJFzp49y08//cSZM2eoUaMGvr6+xtu2bdvw9PRk/fr1nDlzhpCQEEJDQwkJCWHp0qXa7qRwSjlHpWsXh7NSFPjrL7Xt4aHQqZO28QjbJol0IYRR2bJ3rjMk0sFUJz02FpnBugiZJ9Jr1tQuDmE/7DiRvnLlSp588kkCAwN57733iIyMNE66ebfb77//TkhIyD3/TjkPF0IAvNn6TWN7+s7pGkYiHNmsvbNIz1YnmH6+8fMEeAVoG1AB2dRkowBt2rThwIEDud7Xrl27HBOe5PfNe4MGDfhbspbCBvToAR98oLb//BOefVbbeJzN8eNw8aLabtkyAx8fd20DEjatalW47z71fbN7N0RHmyo5CCGcTG6JdPN/CIZEuqKodbzNJyAV1qEoxkS64uub+2sixO3Ma3vbWSJ9wIAB3H///fz222/MmTOHKVOm5PscRVHQ6XRkZ2ff8++V83AhRI9aPbgv6D6ORx5n56Wd7Li4gzaV22gdlnAgSRlJfBX+FQBuLm6Mbj5a44gKzqZGpAvhqFq0MJ1br1sHmZnaxuNszEcVd+6crl0gwm489JD6U6+Xq0iEcGqWjkgHKe9SVCIjIT4egOxq1ZCZwoVF7HhEOkC9evV49913+ffff/niiy/w9fWlTJky/Pbbb2zcuPGO26ZNm9i4caPWYQsh7JyLzoW3Wr9lXJZR6cLa5h+cT2xaLAB9avShUslKGkdUcJJIF6IYuLpC9+5qOyEBtm/XNh5nYyjrAtCpkyTSRf6kvIsQAlAT5e63XcV0t0R6bGzxxORszMq6ZFWrpmEgwq6ULGlq22Ei3cDNzY0RI0Zw/PhxqlatyubNm+nQocNdb0IIUVgDGg6gon9FAFadWsXxyOMaRyQcRZY+i893f25cfrnRyxpGc+8kkS5EMTGMcAVYs0a7OJxNQgJs26a2q1dXqFHj3i95Fc6jTRvTOfjff0MhrpQWQtgznQ6Cg3Ouy620C6h1oEThKQpkZJiWzRLp2dWraxCQsEt2PiL9dhUqVGDr1q2MHz9e61CEEA7Ow9WD11q+Zlz+387/aRiNcCS/RPzCv3H/AtCtRjfuK3OftgHdI0mkC1FMuncHl1t/catXaxuLM/nnH8jKUtvdu8sV4cIy7u7QtavajomBPXu0jUcIoaFy5UxtN7ecCTop7WJ9//sfPPYYjB+vTlRx6pTxLhmRLizm6Wm6msQBEukAXl5eBAUFaR2GEMIJmE8AuejIIi4nXNY2IGH3FEXho+0fGZfNJ7a1N5JIF6KYlC4NrVur7VOn4Nw5beNxFuZfWjz0UN4TIwlhzry8i1xFUrSioqKoXr06mzdvNq5bunQpDRo0wN/fn5o1azJnzhztAhTOzbxOepkyOb+RldIu1nXlCmzdqraPHIEPP4Rjx9TlMmVQSpXSLjZhX3Q605dedpxIj4qK4q233sr3cbNnz+ajjz7K93FCCGEJP08/Xmn6CgCZ+ky+2P2FxhEJe/fX2b84evMoAC0qtCCsSpi2ARWCJNKFKEZS3qV46fWmfvb2hrAwTcMRdqZHD1Nb/l6Lzo4dO2jdujUXLlwwrrtw4QIDBw7kww8/JCEhgZUrVzJx4kTWr1+vYaTCaZmPSDevjw5S2sXadu26611KrVrFGIhwCOaJdMU+B1NER0fzv//9j3HjxrFixQouX75zVOjq1at59dVXyTAviSSEEIU0qsUoPF09Afhm/zfEpcVpG5Cwax/v+NjYfqftO+jsuFSAJNKFKEaSSC9e+/bBzZtq+8EHwctL23iEfSlbFpo1U9uHD6sDJYV1ff/99wwcOJBp06blWO/m5oaHhwd6vR5FUXB1dUWn03H06FGNIhVO7fYR6eZKljTVbZPSLoVnnkgfNQqaNDEtt2pV/PEI++bnp/7MyoK0NG1jKaTTp0/zxhtvULlyZapXr84HH3zAtWvX+OGHH3j88ccZNGgQEydO1DpMIYQDKetblmfufwaAxIxEZofP1jYgYbd2XtrJ1v/UKw7rBtbl4ToPaxxR4bhpHYAQzqRBA6hUCS5dgs2bISkJfH21jspxmZd16dVLuziE/erZE8LD1faff8Lzz2sbj6Pp3r07gwYNws0t58eRSpUqMXfuXPr37092djbZ2dnUr1+f/v3733Vb6enppKenG5cTbl3Kr9fr0ev1hYrTkNAv7HacgUP2VdWq6AAUBaVKFfVyJzO6kiXVJHp0NEoB9tsh+6owoqLQGeqhV6uG0rkzdO6sfiOelIS+alWUyEjpLwvIe+sWPz90t0aiK/Hxat3021izr4qqv3U6Hb/88gsuLi5ERUWxfPlyvvrqK9577z0URWH06NF89tlnRfK7hRDO7Y3WbzD3wFz0ip4Zu2fwastX8Xb31josYWfMR6O/3eZtXHQu6BX7/YwiiXQhipFOp45KnzMHMjJgwwZ45BGto3Jc5ol083rXQljqoYdg8mS1vWaNJNKtrZx5yQwzBw4c4IUXXmDBggX069eP8PBw5syZk2eSYtq0aUw2vFhmIiMjSSvkSES9Xk98fDyKouDiIhfz5cUh+8rFBffnn8f1+nXSmjc3Xep0i1+JErhmZMDNm8RduwaurhZt1iH7qhA8162jxK3SFGn33UeaeT/7+qK/eVP6y0Ly3lKV0OnwvPWeSjx/nuxcHmPNvkpMTCzU8w1WrlxJWloaISEhxuOXTqfj8uXL7Nmzh9WrV3P8+HFat27NpUuXWLNmDa+//joVKlSwyu8XQgiDmqVr8kT9J1h6bCmRKZF8d+A7RrYYqXVYwo5E3Ixg1alVAFT0r8jAhgM1jqjwJJEuRDEzJNJBTfRKIr1oXLkCBw+q7SZNoHz5OwYRCpGvJk0gOFjNm/3zj3pluJQIKnqLFi2iffv2DByoftBq3bo1mzdvZvjw4axcuTLX54wdO5YxY8YYlxMSEqhUqRJBQUH4G+rk3iO9Xo9OpyMoKMipk1KWcNi+unVZU67vpIoV0d2q/RTs7n5nHfW7cNi+uke6kyfBwwMAj27d8A8OznG/9JflpK9uKV8eneE95e6uHtBvY82+8rLSB4SvvvqKEydOcP36dbKz1fR/2bJlSUxMpHnz5oSFhTF16lQaNGhAbGws3bt3p0ePHuzZs4cSJUpYJQYhhDB4p807LD22FIBPdn7Ci01fxMPVQ+OohL2YvnO6sf16q9cd4r0jiXQhilmnTmoiLi1NLRWhKOpIdWFd5jXopayLuFcuLurVDN9/D8nJakmm7t21jsrxeXp63jEBjaurK//++2+ez/HM5bJ9FxcXqySSdDqd1bbl6JyurypUMB7IdTt3Qp8+Fj/V6frqbhIS4NgxtR9DQtBVq5brhyPpL8tJXwEBAaa/zaQk03wGt7FWX1mrr9etWwdARkYGe/bsYcuWLXz//ffExcVRp04dhg8fTvCtLwVKlSrFmjVruP/++3nrrbeYOXOmVWIQQgiDRuUa8VCth1hzZg2XEi6x5OgSY+10IfLyb9y/LDm6BIDSJUrzXOPnNI7IOpz4k5UQ2vD2ho4d1fbVq3DokKbhOCypjy6s5WGzuVBWrdIuDmcyYMAAtmzZwpIlS8jOzubw4cPMnDmTR+QSHmGLunY1tVeuVCc2FAWzZ486sgDUSUVlhIGwhpIlTe1b82bYg8uXL/Pmm2+SnZ3Njh07iIiI4MSJE7zwwgusXr2aZ555hoULFxpLyQQGBjJr1iw2btxoHMEuhBDWNLbtWGP7o+0fka2X/zUif5/s+IQsvfq5eGTzkfh6OMYEgZJIF0ID5ondP/7QLg5HlZqqluEAKFcOGjfWNh5h3x580DQ/2R9/mHI9ouiEhoayatUqZsyYQalSpXj00Ud54YUXmDRpktahCXGnihWhWTO1HRUFO3dqG4892rXL1G7dWrs4hGMxL+t1t0S6DR7U09LS+OOPP+jcuTNRUVHExcXx+uuvc/z4cY4ePcqSJUt45plnmDVrFklJSdy4cYNp06axaNEiXC2co0EIIQqiTeU2tK/SHoBT0af4/eTv2gYkbN61xGt8d/A7AHw9fBnVYpTGEVmPJNKF0IB5Il1GuFrfpk1qMh3UmvTOfFWzKDxfX7UkE8Dly3IVSVFRFIWwsDDj8oMPPsjevXtJSEjg/PnzTJw4URIEwnY9+qipvWKFTSbnbFZqqmlSk9KloXZtbeMRjsPPz9TOLZGuKOheegmfGTNg69ZiCys/NWvW5J9//qFMmTKkpaWhKAr//fcfa9asoUyZMgQEBKAoCp988gm1a9emV69eZGdnU1v+doQQRch8VPq07dNQ5LOOyMNnuz4jPTsdgJebvkzpEqU1jsh6JL0khAYqV4YHHlDb+/eryTlhPVLWRViblHcRQuSpQQOoUUNtnz0LERHaxmPLsrJgxw746y/Yvj1nOZyWLaWsi7Ae8xHpt8qg5HD6NFy7hvuBA7BlS/HFlY8HH3yQoUOHkpaWxp9//smBAwdISUnhkUce4fvvvzc+bvPmzTz00EMcOHCA8ePH4+Pjo13QQgiH161GNx4opyYx9l/bz7pz6zSOSNiq6JRovt73NQCerp6MaTVG44isSxLpQmjEPDEn5V2sR1FMiXQPD+jSRdt4hGOQq0iEEHnS6e4clS5yt2YNfPQRzJ4NH38Mixeb7pOyLsKa8ivtsmePqd2iRdHHY6EuXbrQuXNnWrZsSbVq1UhPT6d58+Z07tyZKVOm0KdPH3Q6HV5eXiQlJeHv78/nn3+uddhCCAen0+kY126ccXnK1ikyKl3k6ss9X5KcmQzAc42fo5xvOY0jsi5JpAuhEfM58yQxZz2HDsGlS2q7Y0e1LIcQhVWxoqnW/oEDchWJECIXbdpAYKDa3rtX/lHczdGjua8vXRrq1y/eWIRj8/RUR1VA3ol0nQ6aNy++uPLx9ttvk5GRwezZs6lcuTJpaWn89NNP9OvXj1mzZlGxYkUUReGpp55i5cqVLF++nMOHD/OHjMwRQhSxvvX6Ui+wHgA7Lu1g87+btQ1I2JyE9AS+3PslAG4ubrzZ+k2NI7I+SaQLoZH774dKldT2xo25X3EqCu73303tPn20ikI4IvOrSMzLBwkhBABubjn/UaxcqV0stiwqSv3p4gJDh0K/fuoBe+JEtQ+FsCbDqPTbE+nXrsHFiwBk16gBAQHFG1ce1q1bx9SpU/n++++pWLEinTt3ZtCgQfTt25du3boxa9YsAO677z6qV69Ox44dGTZsGN9++63GkQshHJ2LzoXx7cYblz/Y9oGG0Qhb9HX418SlxQEwKHQQVQKqaBtQEZBEuhAa0elM59sZGbB2rbbxOArzvIV5PkOIwurd29SWq0iEELnq2hVKlFDbmzZBerq28diiyEj1Z+nSajmcp5+GYcNMNeaFsKZSpdSfcXFw44ZpvVlZlwzDJWc2IiwsjHXr1tG7d2/c3d3x8PDg/fffp3bt2kTd+iLK09OTCRMmsG/fPgB69erF0aNHpcyCEKLIPdngSWqWrgnAxgsb2Xlpp8YRCVuRnJHMp7s+BUCHjnfavKNxREVDEulCaEgmMLSuCxfg8GG13bw5lC+vbTzCsTzwAFSooLY3bICkJG3jEULYIB8faNdObaenq/XGhElGhmlkcFCQtrEI59CypfpTUXJOSmSWSM+0sUS6h4cH7W79H5k4cSK/37rc8pdffiE4OBiA1NRUatasiZeXFwDt2rXj0KFD6GSyXiFEEXNzcWNs27HG5Slbp2gYjbAlc/bNITJFHTDxRP0nqBNYR+OIioYk0oXQUIcO4OenttesgawsbeOxd+ZfRpjXoBfCGm6/imT9em3jEULYqFatTO1du7SLwxYZyrqAJNJF8eje3VQnfe1aSE5Wv8yJiFDXVaiA3gZHXvzyyy8kJydb/Hh3d3cCbKg8jRDCsQ0OHUyVkmrJjr/P/k34lXCNIxJaS8lMYfrO6YA6Gn1C+wkaR1R0pBChEBry9IQePeCXXyAmBnbsUJPr4t5IfXRR1Hr3hq+/VtsrV6pVCYQQIofQUPDygrQ0ddLR7GxwddU6KttgKOsCpolZhShK/v7QuTP89Zf6N7luHZQsqY5QBxQbmmTU3IABAzhx4gTXrl3j008/tfh5q+QSVyFEMXB3deedtu/w8pqXAbVW+sr+MjeMM/t2/7fcTL4JwOP3PU79YMedQF5GpAuhMSnvYh3R0bB1q9quWRPq1dM2HuGYOnYEX1+1vXq1XEUihMiFhwc0baq2ExPhxAlt47El5iPSJZEuiov5ZYqrVsFOs3q+htIvNsZQ69zHx4fAwEAqVapElSpVjLdKlSoRHx9PlSpVCAgIYM2aNdSQeQaEEMXomfufobyfekXPqlOrOHjtoMYRCa2kZqby8Y6PjcuOPBodJJEuhOZ69jQNVFu50jhARhTQmjWg16vtPn3UMhxCWJuXl3oVCahf3mzbpm08QggbZZ6c271buzhsjfmIdCntIopLhQrQrJnajooy1UcvWRLq2Hb91qZNmxIdHc2pU6eYOnUqM2fOZObMmaSnp7N//37GjRvHxIkTAQo0cl0IIQrLy80rx2SS7215T7tghKbmHpjL9aTrADxW7zEalm2ocURFy+YS6eHh4TRv3hxvb2+qVq3Kt99+e9fHKopCyZIl8fHxwdfX13gz1JNLTk7m2WefJSAggICAAAYNGkSCYYIjIWxEqVLQvr3aPnfOVLJRFIx5WRepjy6KUt++pvby5drFIYSwYU2bmr4l37VLviU3kBrpQiu51fxr1gxcbO50+A6TJ0/m1KlTPP744wAsXryYhQsXsnTpUkJCQqw2waichwshCur5Js9Twa8CoI5K3391v8YRieKWlpXmVKPRwcYS6bGxsfTo0YP+/fsTHx/P4sWLGTNmDBs2bMj18adPnyYlJYXo6GiSkpKMNx8fHwBGjhzJ2bNnOXPmDOfPn+fq1asMHz68OHdJCIuYf7aXxFzBpaaq80eBel5uPs+bENbWs6dp3rIVK0xXQgghhJGPj1orHeDmTbhwQdt4bIXUSBdaadgQqlfPuc5Gy7rc7v7772f16tVs3ryZn376ibFjxzJq1Ch69epltd8h5+FCiHvh5ebF2LZjjcsyKt35zDswj6uJVwHoU7cPjco10jiiomdTifTly5dTqlQpxowZg7u7O23atKF///4sWLAg18eHh4dTv359vLy87rgvJSWFJUuW8NFHHxEUFETp0qV5//33+eWXX0hJSSnqXRGiQMxHuP72m3Zx2Kt//gHDn/XDD8ucbqJo+fvDgw+q7StXYN8+beMRQtgoKe9yJ0Mi3cND/WcqRHHR6XKOXPHwgPvv1yoai61bt45169Zx48YNxowZg7+/PyEhITRr1ox169Zx5MgRq/weOQ8XQtyr5xo/R0X/igCsPr2a8CvhGkckiktqZipTt001Lk9sP1HDaIqPm9YBmDt69CihhtE7t4SGhjJ//vxcHx8eHo5er6d169acOXOGevXq8dFHH9G6dWtOnz5Nenp6ju2FhoaSkZHB6dOnuT+XD07p6emkp6cblw2Xn+n1evSFHHKo1+tRFKXQ23EGzthX5ctDixY69uzRceQInD6tp2bN/J/njH2VmxUrdIB6WWvv3vq7jhCW/rKc9FXeHnkE1qxRv4tevhxee806fSX9LYQDadECvv5abe/eDQMHahuP1hTFlEgPDJTJTETxa9cOfvkFLl9WZw/39LTZy8oM5Vq6d++Oh4eHcXnGjBkADBkyBL1eT1ZWFnPnzi3075PzcMch++vYbHF/3V3ceafNO4z4awSgjkr/o/8fhd6uLe5rUbLH/Z0dPptrSdcA6FOnD43KNrI4flvb34LEYVOJ9MTEROPlYAY+Pj4kJSXl+nhPT0+aNm3Khx9+SKlSpZg1axZdu3blyJEjJCYmGp9vvi3grtubNm0akydPvmN9ZGQkaWlp97RPBnq9nvj4eBRFwcUOavFpyVn76sEHfdizxw+AhQuTGT48Od/nOGtfmcvKgt9/DwZ0lCihJzT0Jjdv5v5Y6S/LSV/lrVUrHS4uwej1On79Vc8zz8RZpa8Mxy4hhAMoUwZq14bTp9XSLjduQNmyWkelnZQUMHyelrIuQgtubvDRR3D2rFrqxU4cOXKE2rVrk5mZyfXr15k4cSLjxo2jRo0aVKhQgRMnThT6d8h5uOOQ/XVstrq/vSr0YqrvVK4mXeXPM3+y9thaHgh+oFDbtNV9LSr2tr/JmclM2zYNAB06RjUcxc27JWJyYWv7W5DzcE0T6VOnTmXqVNNlAC1atCAgICDHY5KTk/Hz88v1+dOnT8+x/MYbb7BgwQL+/PNP2rZte8fzDZOf3G17Y8eOZcyYMcblhIQEKlWqRFBQEP6FvPxUr9ej0+kICgqyiTeJLXPWvnr6afjgA7W9bp0vkyf75P0EnLevzG3YALGx6r4/9JCOKlWC7/pY6S/LSV/lLThYnSR482b49183btwIpHbtUoXuq9wukRZC2LFWrdREOqij0p15Nmzz+ugy0ajQSsmS0KSJ1lHkS1EUhg4dik6n48KFC1SvXp2uXbvSq1cvrl69yhtvvMHKlSupWrUqderUKfD25Tzcccn+OjZb3t9327/LK3++AsCMIzP4a+BfhdqeLe9rUbC3/f14x8dEp0UD0O++fnSo16FAz7e1/S3IebimifRx48Yxbtw44/LcuXP55JNPcjzmyJEjNGjQINfnT5w4kT59+tC4cWPjuvT0dHx9falVqxYeHh4cPXqU1q1bG7fl4eFBrVq1ct2ep6cnnp6ed6x3cXGxygur0+msti1H54x9VasWNGoEhw/D3r06rlzRUalS/s9zxr4yZ15Tvl8/HS4ueV8q7uz9VRDSV3nr21dNpAP89ZcXHToUvq+kr4VwMC1bwg8/qO09e5w7kR4VZWpLIl2IfDVu3BhXV1dWr17Nxo0bOX78ON999x3dunXjgQceYOPGjezatYtz584VeNtyHu7YZH8dm63u77DGw/h4x8f8F/8f686tY8elHbSr0q5Q27TVfS0q9rK/8WnxfLJTPWa46FyY3HHyPcVsS/tbkBi0j9ZM3759uXnzJrNnz0av17Nx40aWLl3KsGHDcn38sWPHGDVqFDdu3CA9PZ0pU6aQkpLCww8/jI+PD0888QQTJ04kLi6OyMhIxo4dy8CBA/H29i7mPRPCMo89ZmovX65dHPYiO9vUT15e0LOntvEI52I+Z9lff8lIciFELipWhHLl1PaJE6bSJs7IfES6lHYRIl8jRoxgy5YtjBs3jlmzZvHNN99QvXp1GjRowJAhQxg/frzVfpechwshCsvD1YP3wt4zLo/bOA5FUbQLSBSZGbtnEJsWC8Cg0EHUDayrcUTFy6YS6WXKlGHNmjXMmzcPHx8fhg0bxsyZMwkLCwNg27Zt+Pr6cvHiRQDmz59P3bp1adiwIeXLl2fXrl1s3LiR0qVLA/DVV19Rrlw5qlatSs2aNalRowYzZ87UaveEyJd5It18pLXI3datpvPynj3B11fbeIRzqVQJmjVT28eOuXP+vLbxCCFslGFivawsiIjQNBRNmY9Il0S6EBa5efMmhw4domnTpvj5+bFx40Y2btxI+/bt6d+/v3FUOsD69evv+ffIebgQwhrMk6rbL25n7bm1GkckrC0mNYbPdn8GgKvOlYntJ2ocUfGzqclGAdq0acOBAwdyva9du3Y5JigJCAhg3rx5d92Wv78/ixYtsnqMQhSVevWgTh04dQq2b5d5yfKzbJmp/fjj2sUhnFffvhAerrZ//x3eeEPTcIQQtuiBB+Dvv9X2oUN2UZ+5SJiPSA+++3wmQgiTDRs28PTTTwPQvXv3uz7OxcWF3r17k5GRcc+/S87DhRCF5ebixpSOU+j3az8Axm0YR9caXXHR2dQYXlEI03dMJyE9AYBn73+WGqVraBxR8ZN3sxA2RKczjUpXFDUxJ3JnXtbF0xN69dI2HuGc+vY1tX//Pe/6/EIIJ9WwoXqABzWR7qyktIsQFhsyZAglS5ZkwIABZGZmWnQrTBJdCCGspW+9vjQOUedPOHj9IMtPSM1aR3El4Qpf7PkCAE9XTyZ0mKBxRNqQRLoQNkbKu1hmxw64fl1td+8Ofn7axiOcU+3a8OSTCmPHJvLtt1IDUAiRCz8/qFlTbf/7L8TGahqOZgylXXx8oEQJbWMRwsYtWLCAsnJZqhDCDrnoXPiw04fG5QmbJpClz9IwImEtk7dMJi1Lne9neLPhVC5ZWeOItCGJdCFszAMPQLVqanvjxpwlRYWJeVmXfv20i0OIJUsURo1Kpq5zzbEihCgIQ510gMOHNQtDM4pi+kATFKRtLEIIIYQoUt1qdKNt5bYAnIw6ycLDCzWOSBTWqahTzD84HwB/T3/GthurcUTakUS6EDZGpzMlhrOzcyaMhUqvN43W9/CQsi5CCCFsnHki3RnLu8TFqZOtgpR1EUIIIRycTqdjaqepxuWJmyeSmpmqYUSisN7d9C7ZSjYAb7Z+k0Bv5/08J4l0IWzQgAGm9k8/aReHrdq1C65eVdtdu0LJktrGI4QQQuSpXj31m19QE+mKk5WCMr+8ThLpQgghhMNrV6UdvWqrI94uJ1zmyz1fahyRuFfhV8JZdlwd4VnWpyyvtXxN44i0JYl0IWxQo0ZQp47a3rYNLl/WNh5b8+uvpraUdRFCCGHz3N2hQQO1HR3tfAd284lGpbSLEEII4RQ+6vwRLjo17Th1+1SiUqRurT0au8FUxmVih4n4ePhoGI32JJEuhA3S6Uyj0hUFfvlF23hsSXY2LF2qtj084OGHtY1HCCGEsIgzl3eRRLoQQgjhdOoH12fo/UMBSEhP4MOtH+bzDGFr/j77NxsubACgeqnqPNf4OY0j0p4k0oWwUf37m9pS3sVk40a4cUNtP/QQBARoGo4QQghhGWdKpC9bBv/7H8TEqMtS2kUIIYRwSpM7TqaEWwkAvgr/ivOx5zWOSFgqS5/FG+veMC5/2OlDPFw9NIzINkgiXQgbVacOPPCA2t63D86e1TYeW7F4san91FPaxSGEEEIUSNWqpkk9jh41Tb7paC5cgB9+gC1b4PPP1UvrJJEuhBBCOKXyfuUZ02oMAJn6TMZvHK9xRMJS3x34jojICABaVGjBk/Wf1Dgi2yCJdCFsmPmko4ZyJs4sNRWWL1fb/v7qiHQhhBDCLuh06iQooB7QzpzRNp6icu6cqX3oEOzZk7O0iyTShRBCCKfyVpu3CPRWj/9Ljy1l75W9Gkck8pOQnsDEzRONy591+wydTqdhRLZDEulC2LAnzb7wk0Q6/PEHJCaq7cceAy8vbeMRQgghCsRwqRnA4cPaxVGULl3KuTxvHly/rrYDAtSJV4UQQgjhNPw9/ZnUYZJx+dW/X0VRFA0jEvn5ePvH3Ey+CUC/+/rRulJrjSOyHZJIF8KGVa4Mbdqo7YgI9UpwZyZlXYQQQti1++4ztf/9V7MwitTtifQbNyA+Xm3LRKNCCCGEU3qxyYvUDawLwK7Lu/jpmEwEZ6suxl/ks92fAeDh6sFHXT7SOCLbIol0IWyceXkXZ550NCYG/vpLbYeEQFiYpuEIIYQQBVe2rHFEtu72hLOjuHhR/enuDi63nWpIIl0IIYRwSu6u7nzW9TPj8tv/vE1yRrKGEYm7GbdhHGlZaQCMbD6S6qWqaxyRbZFEuhA27vHHTeehixeDXq9tPFpZtgwyM9X2gAHg6qptPEIIIUSBubpChQpq++pVx5twND0dbqqXAVOtGvTsmfN+qY8uhBBCOK0etXrQo2YPAC4nXOaTnZ9oHJG43c5LO1l8VC0FUKZEGd5t/67GEdkeSaQLYePKloXu3dX2xYuwaZO28WjFvKzLwIHaxSGEEEIUSqVK6s/sbFxu3NA2Fmu7cgUMNU8rVVIP2H5+pvslkS6EEEI4tc+6fYabixsA03dM51K8g16hZ4ey9dmM+HOEcXly2GQCvAK0C8hGSSJdCDvwzDOm9oIFmoWhmYsXYetWtV2nDjRurG08QgghxD2rXNnYdL16VcNAioChrAuo++nnB08/bVpXq1bxxySEEEIIm1E3sC7Dmw0HIDUrlbf/eVvjiITBvAPzOHj9IAChZUN5semLGkdkmySRLoQdePhhKFVKbS9fbpqzy1ksWmRqP/UU6HTaxSKEEEIUimFEOg6YSDev+27Yz27d4J13YOxYqF9fm7iEEEIIYTMmdZhEmRJlAPjp2E9s/W+rxhGJ6JRoxm0cZ1ye1WOW8coBkZMk0oWwA56epnImqanwyy/axlOc9HqYP9+0PGiQdrEIIYQQhWaWSHe5ckXDQIpAbol0nQ7atIHWreWbcCGEEEJQqkQpPuj0gXH5lTWvkJmdqWFEYsKmCcSkxgAwsOFA2lVpp3FEtksS6ULYiWefNbW//16zMIrdli1w7pza7tJFnbtMCCGEsFvlyxtnES/wiPSzZ+HnnyEmpggCswJDaRcPDwgO1jYWIYQQQtis5xs/T9PyTQGIiIzgiz1faByR8zp0/RDf7P8GAB93H6Z3ma5xRLZNEulC2InGjaFBA7W9cyecOqVtPMXlu+9M7WHDtItDCFF0oqKiqF69Ops3bzauO3fuHD169MDPz4/g4GBGjRpFZqaMVBEOwM1NTaZzK5Gu11v2vKwseO89td7Z3LlFF9+9ysyEa9fUdsWKxi8LhBBCCCFu5+riyuyes9GhXq323ub3uJxwWeOonI9e0TP8z+HoFfXz6IT2E6jgX0HjqGybfMIVwk7odDlHpf/wg3axFJfYWFi2TG2XLg19+mgajhCiCOzYsYPWrVtz4cIF47q0tDS6du1K9erVuXbtGocOHWLt2rX873//0zBSIazIUPYkKwtu3LDsOadPmyZJscVv082/FDArXyOEEEIIkZtmFZrxUtOXAEjOTOa1ta9pHJHzmbt/Ljsv7QSgVulavNryVW0DsgOSSBfCjjz1FLi6qu0ff4TsbG3jKWpLlkB6utoeNAi8vLSNRwhhXd9//z0DBw5k2rRpOdavXr2atLQ0ZsyYga+vL+XLl+fvv/9mwIABGkUqhJWZJ5rN64rn5cgRUzsqCjIyrBtTYeVWH10IIYQQIg8fdvqQIO8gAJYdX8bas2s1jsh5XEu8xtv/vG1cntNrDp5unhpGZB9kClYh7EjZsvDQQ7BqFVy5AuvXqyVfHJWUdRHCsXXv3p1Bgwbh5pbz48jevXsJDQ3l7bffZunSpXh4eDB06FDefffdu24rPT2ddMM3b0BCQgIAer0evaWlM+5Cr9ejKEqht+MMpK8sVLGi+lNRUP77D33z5vk+RXfkCCiK6XlXr0LlykUYZAH99x+6W/EpFSpYXrLGQvLespz0leWs2VfS30IIUXClSpTikwc/4ZmVzwAw/M/hHHn5CF6uMoquqL229jXi09WrHYc0GkKnap00jsg+SCJdCDvzzDNqIh1g3jwds2drGk6ROXAADh5U282aQWiotvEIIayvXLlyua6PiYnhn3/+oV27dly4cIFz587Rs2dPSpQowZtvvpnrc6ZNm8bkyZPvWB8ZGUlaWlqh4tTr9cTHx6MoCi5S9zlP0leWcfX2xi89ncysLNJPniT15s28n5CZScDhw2od8luSIyLItKFLtXxOnMD91ij5BG9v9PntUwHJe8ty0leWs2ZfJSYmWikqIYRwLk83eprvDn7HtovbOBd7jvc2v8dHnT/SOiyH9teZv/g54mcAypQow/+6SglNS9lcIj08PJzhw4dz7NgxgoODGTduHC+88EKuj/X19c2xrNfrSU1NZfHixQwcOJD9+/fTrFkzvL29jY9p3LgxW7duLdJ9EKIo9eoF5crB9etqQv3dd10IDtY6KuszH43+3HPaxSGEKH5eXl6UK1eOcePGAXDfffcxfPhwfvnll7sm0seOHcuYMWOMywkJCVSqVImgoCD8/f0LFY9er0en0xEUFCRJqXxIX1moZEm1XllaGh6xsfjldyA/dgydTgceHsZVHikp2NIHAF1cnBqfqyuBDRqok6pakby3LCd9ZTlr9pWXDX2xdS/kPFwIoRWdTse3vb+l0ZxGZGRn8OmuT3m83uNUdrOhK+8cSHJGMi+vedm4/GnXTwn0DtQwIvtiU4n02NhYevTowbhx4xg5ciR79+6lW7du1KhRg86dO9/x+KSkpBzLzz33HKdPn6Zfv34A7Nu3jzZt2rBt27ZiiV+I4uDuDi++CJMnQ3a2joULvbn/fq2jsq7UVFi8WG17e0P//trGI4QoXnXq1CEtLQ29Xm9MbGRlZeFhlkS8naenJ56ed9b0c3FxsUoiSafTWW1bjk76ygIlSqCULQsXL6K7fFlNkut0kJYGv/8ONWqol2MZRESo95vRXb8OttLH2dlqzTmdDipUQJfH32phyHvLctJXlrNWX9lzX8t5uBBCa3UD6zKpwyTGbxyPXtHz3B/Psfrh1VqH5ZAmbprIf/H/AdCxakeebvS0xhHZF5s62i9fvpxSpUoxZswY3N3dadOmDf3792fBggX5PvfHH39k5cqVLFu2DHd3d0D9Vr1JkyZFHbYQxe6FF0wDvRYvLmFz840V1uLFEK+W6qJfPyjkYFIhhJ154oknyMzMZOzYsaSnp3P8+HG++uorBg0apHVoQliNYpiQMy0NoqPV9ldfqQfBKVPgwgXTg80nGjW4erXog7TU9euQlaW2baluuxDCInIeLoSwBW+2fpNGZRsBcPTmUb46/JXGETmeHRd38PnuzwHwdPVkTq856oAOYTGbGpF+9OhRQm8rhBwaGsr8+fPzfF5ycjJvvvkm77//PsFml7iGh4cTHBxMvXr1iImJISwsjE8//ZSKhgmebiMTldkG6av8lSsHffroWLZMR2SkK8uWZTNwoGP0l6LAl1/qAPWf+csv6602X5m8tywnfWU5majM+sqWLcv27dt54403CAkJwd/fnxEjRvDSSy9pHZoQ1mP+efTiRUhJgS1b1GVFgWXL4M03ISMDTp1S15ctqybe4+NtK5F+6ZKpbfiCQAhhN+Q83HHI/jo2R99fV50r83rPo+V3LclWspmxfwZPPfAUDco20Dq0Ilccr21KZgrPrHwGBXVy+Ckdp1CzVE1N3k+29l4uSBw2lUhPTEzEx8cnxzofH587Lh273ZdffknJkiVz1HDT6/WULVuWzp0788orr5Cens6IESPo2bMnBw8exNXV9Y7tyERltkH6yjIDBrizbFkZAL78MosuXWI1jsg6duzw4OjR0gA0aZJBlSoxWGu+MnlvWU76ynIyUZl1KIqSY7lBgwb8/fffGkUjRDEwH7l96RKsX68m0A22bYPBg+HmTdMko6GhcPmymkiPiVGT6rZQl1kS6ULYNTkPdxyyv47NGfa3omtFXm70MrMOzSJDn8GQFUNY9cgq3F3dtQ6tSBXHazthxwTOxpwFoGnZpgysNpCbVp4c3lK29l4uyHm4pon0qVOnMnXqVONyixYtCAgIyPGY5ORk/Pz88tzOt99+y0svvZTjoOzi4sK6deuMy35+fsycOZPg4GBOnDhBgwZ3fqMlE5XZBukryzzyCNSvrxARoSM83JNr14Jp1EjrqArvxx9NlxWNGeOWY3RLYcl7y3LSV5aTicqEEPfEfGTmjh1w4kTO+xUFVqzIWd+sYUPQ602PvXoVqlcv+ljzY55Il9IuQtg8OQ93XLK/js1Z9vej7h+x7uI6Tsec5lDkIeadnsekDpO0DqtIFfVru+W/Lcw7Ng8ALzcvFj62kJAyIVb/PZaytfdyQc7DNU2kjxs3jnHjxhmX586dyyeffJLjMUeOHMn1YGuwb98+/vvvPwYPHpxj/ZUrV5gxYwYTJkwwHnwN32bfPsu4gUxUZjukryzz8st6RoxQE89ff+3Ct99qHFAhnT8Pf/yhtitUgH79XKw+j5q8tywnfWU5mahMCFFg5iO3zZPo/furE46mpamj1EPMTnIaNoTISNOyrSTSL15Uf+p0UL68trEIIfIl5+GOTfbXsTnD/vp4+vBDnx9ou6At2Uo2H277kJ61etKiYgutQytSRfXaJmUk8dwfzxmXp3aaSt2gulb9HffClt7LBYlB+2jN9O3bl5s3bzJ79mz0ej0bN25k6dKlDBs27K7P2blzJ1WqVKH8bR/aAwMDWbRoEePHjyctLY3o6GhGjBhBt27dqFq1ahHviRDFY9Ag8PVVazktXgxxcdrGU1izZpmuan/lFXB37Ku3hBBCODNvb/SlS+dcV6qUOst2jx7qcmamKUkdEgKBgTkT1bZQJ12vV8vNgDqJi4eHtvEIIQpMzsOFELameYXmvNb4NQCylWwGrRhEckayxlHZp9F/jeZ87HkA2lZuy6gWozSOyL7ZVCK9TJkyrFmzhnnz5uHj48OwYcOYOXMmYWFhAGzbtg1fX18uGk4ogP/++4+GDRvesS1PT0/Wr1/PmTNnCAkJITQ0lJCQEJYuXVpcuyNEkfPzgyeeSAXUOcq++UbjgAohMRG++05te3mBWalFIYQQwiHpQ267pLZfPzUR3acPuN124ajh866tJdLPnQPDJIE1amgbixDinsh5uBDCFo1uPJoWFdRR6GdjzvL6utc1jsj+LD22lPmH1Imjfdx9WPDIAlxd7pyrQljOpiYbBWjTpg0HDhzI9b527drdMeHJp59+etdtyURlwhkMG5bCggXeKIqOzz+HUaOgRAmtoyq4H36AhAS1/dRT6qA7IYQQwpFlV6gAZ86oC6VLQ7dupnanTmBWZ5jQUPVnUSXS16xRR78PHgx3Kb+Qq8OHTW1DjEIIuyPn4UIIW+Pm4sYPj/xA47mNSclM4Zv939CzVk8ervOw1qHZhQuxF3hx9YvG5dkPzaZm6ZoaRuQYbGpEuhCi4KpXz+bxx9X2jRuwYIG28dyL7Gz48kvT8ujR2sUihBBCFJds8/rmTz6ZsyxK375qzXEDw8hPLy810Q7WS6RfugRz5sCff8KvvxbsuZJIF0IIIUQRqVWmFp93+9y4/Mzvz/Bv3L/aBWQnMrMzGbh8IAnp6mjFpxo+xeDQwfk8S1hCEulCOIC331aM7enT1ZKq9uSXX0wD8jp2NOUKhBBCCEeW0bw5yoAB8MwzprroBhUqmEao33+/KXkOplHp8fGQbIV6oRcumNp3GZGaq8xMOH5cbd9ev10IIYQQwgqeb/w8j9Z9FIDYtFie+PUJMrIzNI7Ktr23+T12X94NQPVS1Zn90Gx05gM0xD2TRLoQDuCBB0zn3//9B/ZUgjA7G6ZMMS2PH69dLEIIIUSxcnODAQPgscdyjj43eOklmDkTJk3Kud7a5V2uXTO1//1XTdBb4tQpyLh1Ihsamvs+CCGEEEIUgk6nY/4j86leSr2SL/xqOG+ue1PjqGzXn2f+ZNr2aYBaHuenx37C39Nf46gchyTShXAQY8ea2tOmgV6vXSwFsWwZnDihttu0UUvCCiGEEAJwdYWqVe+ceNQ8kW6eBL9Xt2/j6FHLnmde1qVRo8LHIYQQQgiRiwCvAH7t9yuerp4AfLn3S5YdX6ZxVLbnbMxZBv42EAW1asGHnT6keYXmGkflWCSRLoSDaNcO2rZV2ydOwMqV2sZjCb0+52j0SZNkMJsQQgiRr6IckQ5w5IhlzzN/nNRHF0IIIUQRahzSmC+6f2FcHrpyKKeiTmkYkW1Jykji0Z8fJT5dvbLw0bqP8mZrGblvbZJIF8KBmI9KnzoVFOXuj7UFv/0GERFqu1Ur6NJF23iEEEIIu2CeSL9ypfDbu5dEelqaWtrFEE9gYOHjEEIIIYTIwwtNXmBgw4EAJGYk0vun3sSkxmgclfYURWHYqmEcu3kMgHqB9fihzw9SF70ISCJdCAfSo4fpyup9+2DVKm3jyYteD++/b1qW0ehCCCGEhUJCTO27jUhPTlYnTQkPz3tbaWkQG5tz3ZUrEB2d9/MiItSJTkDKugghhBCiWOh0Or7p9Q2hZdUr4c7EnKHfr/3IzM7UODJt/W/n//gl4hcA/D39WfHkCvw8/TSOyjFJIl0IB6LT5ZyP7K23INNGjycrVsAx9ctSWrSArl21jUcIIYSwGx4eEBSktu+WSP/1V1i8WL1ELa+k+N1qrOc3Kl3KugghhBBCA74evqzqv4pgn2AANl7YyMi/RqLY+iX5ReS347/x9j9vG5cXPrqQOoF1NIzIsUkiXQgH06ePqVb66dPw7beahpOrzEyYMMG0LKPRhRBCiAIylHdJSoLExDvvN0wYmpVlKsGSG/NEuvnI8vwS6eYTjTZsmPdjhRBCCCGsqEpAFVY8uQIPVw8Avtn/DTP3ztQ4quK389JOBq0YZJxcdFKHSTxc52GNo3JskkgXwsHodPC//5mW33sP4uM1CydXs2apE6ICtGwJ3btrG48QQghhd/KacDQrCy5cMC2bt29nnkjv2FEd7Q5qovxuI7sSE+H8ebVdrRqULGl53EIIIYQQVtC6Umvm9Z5nXH5t7Wv8dvw3DSMqXqeiTtH7p96kZaUB8HSjp5nUYVI+zxKFJYl0IRxQixbQv7/ajoqCadO0jcfcjRtqch/UpP+XX8podCGEEKLA8ppw9NKlnLXdDEnv3Jgn0itXhrp11XZkpHrQzs2xY6Yku5R1EUIIIYRGBjcazDtt3gFAr+gZuHwg68+t1ziqoncj6QY9FvcwTrTapXoX5vaeK5OLFgNJpAvhoKZNMw0qmzED/vtP03CMxo6FhAS1PXQoNGumbTxCCCGEXcorkX72bM5lSxPpISE5y7sYysNcugSffw7jx8M77+SsGycTjQohhBBCQx92/pBn7n8GgIzsDPr83Iddl3ZpG1QRik6JptuiblyIU684DC0bym9P/GYscyOKliTShXBQVavC6NFqOz1dTWBrbe9eWLBAbZcsqc5/JoQQQoh7ULWqqW2ol2Zw7lzO5aio3Ouog6ksjJ8f+PrmHGF+6BCsXw+vvgobN6p10yMi1O0BuLhA/fqF2AkhhBBCiMJx0bkwt/dc+tTtA0BKZgo9l/Tk6I2j2gZWBGJSY3hw4YMcvqHOVVPRvyJ/DvwTf09/jSNzHpJIF8KBjRsHpUur7Z9+gtWrtYtFr4cRI0zLkydDcLB28QghhBB2LTjYdCA9eRIyMkz33T4iHXKvk56RAdHRatswwr1mTfDyUtvbtqk12My3beDpCQMHgrf3ve+DEEIIIYQVuLm48dNjP9GpWicA4tLi6PxjZw5eO6hxZNYTmxrLgwsf5OB1dZ/K+Zbjn8H/UMG/gsaRORdJpAvhwAICYPp00/Lzz5vOl4vbvHkQHq6269eHV17RJg4hhBDCYRhGj2dmwqlTajs7O/ekeW7rbtww1ToPCVF/urlBgwZq23yy0e7d1W/lV6yAVatg2TJ48knr7IcQQgghRCF5uXnx+5O/07xCcwAiUyLp+ENHdl7aqXFkhRebGkvXRV05cO0AAGV9yrJpyCbqBNbRODLnI4l0IRzc0KHQs6favn4956jw4nLyJLz2mmn5iy/A3b344xBCCCEcinkZliNH1J+XLplGkBuS45B7nXTz+ujlypna5nXPvb3h7bdh+HC19Iubm8wSLoQQQgib5Ofpx9pBa2ldqTUA8enxPLjwQf45/4/Gkd27i/EXabugLfuu7gMg2CeYTUM2UTewrsaROSdJpAvh4HQ6mDsXSpVSl5cuhV9/Lb7fn5YG/ftDSoq6/Nxz0Llz8f1+IYQQwmE1bGhqGyYGNa+P3qmTWscc8k+km09e2r07tGgBrVur3363bWu9mIUQQgghilCAVwDrBq2jS/UugFoz/aElD/FrRDEmQqzk4LWDtJzXkuORxwEI8g5i49MbqRdUT+PInJck0oVwAuXLw1dfmZZfflm9mrs4vP02HFbnwaBePfV8XAghhBBWEBhoGnV+6pQ6u7h5ffR69aBSJbV96ZJaAsacYaJRyDl63csL3n1XnancfKS6EEIIIYQd8PHw4Y8Bf/BInUcAyMjO4IllTzBx00T0il7j6Cyz9uxa2n/fnmtJ6sCHWqVrsWvYLuoHy0TvWpJEuhBOon9/ePxxtR0dDU89lfvcYdb0xx/qHGWgzkm2dKnMSSaEEEJYlaG8S1YWnDiRc0R6jRpQvbrazs5Wk+nmzEekmyfShRBCCCHsnJebF7/2+5UhjYYY103ZOoVHf36UhPQEDSPLm17R8/H2j3loyUMkZSQB0KpiK3YO20mN0jU0jk5IIl0IJ6HTwezZEBysLm/YoJZZMZ9HzJr+/Reefda0/OmnOUu5CiGEEMIKzA+uhw+bSriULavWNK9WzXT/7eVdDIl0b2/w9y/aOIUQQgghipm7qzsLHlnA/x78Hy46NQW66tQqWs5rybGbxzSO7k6RyZE8tOQh3tnwDtlKNgCP1n2UDU9vINA7UOPoBEgiXQinEhQEK1aoV2wDLFyoXrltbZcuqWVZo6PV5T594JVXrP97hBBCCKfXoIGpvX69Wt4FoGZN9adhRDrkTKRnZcHNm2o7JEQmEBVCCCGEQ9LpdLze+nX+euovArwCADgRdYIm3zbho+0fkaXP0m5SX7oAACkKSURBVDbAW3Ze3UnjuY35++zfAOjQMb7deH7t9ysl3EtoHJ0wkES6EE6mdWtYssR0vjx1KsyZY73tX72qTiZ64YK6XKcOfPednJ8LIYQQRaJ0aahYUW3Hx5vWGxLp5iPSDQdngMhI0N+qESplXYQQQgjh4LrW6Er48+E0CFYHIWRkZzB2w1jazm/LqahTmsUVmRzJsFXDeOyPx7iaqM5fE+wTzNpBa/mg0we4urhqFpu4kyTShXBCjz5qql0OMHw4zJ1b+O3euKEm0c+cUZdr1oSNG9VzfCGEEEIUkdxqpxkS6f7+6qSkoCbSDTXd7jbRqBBCCCGEg6pZuibhz4fzVuu3jKVe9lzZQ+icUMasHUNUSlSxxZKtz+abfd9QZ1Ydvj/8vXF9p2qdOPzSYR6s8WCxxSIsJ4l0IZzUiBHw5ptqW6+HF15Qa6anpd3b9g4fhrAwOHlSXa5WTU2ily9vlXCFEEIIcTcNG965robZZFSGUenJyepIdJCJRoUQQgjhlLzcvPj4wY/Z/ux2apWuBaij0z/f/Tk1vqzBB1s/IDkjuch+f2Z2Jj8e/pFGcxrx0pqXiE2LBcDfw58vu3/JukHrKOdbrsh+vygcm02k7969G09Pz3wfN336dCpUqICPjw8dOnTgxIkTxvuSk5N59tlnCQgIICAggEGDBpGQYLsz8wpR3D76CEaNMi1/9x20batOFGqpzEx4/31o2tSURK9USU2iV6pk1XCFEEIIkZvbE+nBweDnZ1rObcJRSaQLIXIh5+FCCGfRqlIrDr10iLFtx1LCTa1BnpCewIRNE6j4eUVG/TWKozeOWu33xabG8sXuL6g5syZDfh9CRGSE8b5BDQex/cntDG82XEq52DibS6Tr9XoWLFhA165dycjIyPOxP/74I5999hl//vkncXFxtGjRgl69epGZmQnAyJEjOXv2LGfOnOH8+fNcvXqV4cOHF8duCGEXXFzgiy9g0SIocWvuiv371SvEX30VTp+++3OzstRkeYsWMGmSugzqufymTVC1alFHL4QQQggASpaEKlVMy4ayLga5TThqnkiXy8eEcHpyHi6EcEbe7t5M7TyVMyPP8Hzj53HVqUnsuLQ4Zu6dSeicUFrOa8knOz4h/Ep4gScmvZ50nW/2fUPXhV0J/l8wr659lYvxF433t6rYii3PbOGHPj8Q5B1k1X0TRcNN6wBuN2zYME6ePMkHH3zA6NGj83zs3LlzGTlyJI0aNQLg/fffZ/bs2WzZsoXWrVuzZMkSNmzYQFBQkPH+zp0788033+Dt7V3k+yKEvXjqKTUB/thjcPYsJCaqCfYvvoAHH4SuXdVzdH9/tQzM33/D6tUQE2PahqsrjB0LEyaAh4d2+yKEEEI4pdBQ+O8/tW1e1gVyJtL371cP6OfOqcseHlCqVPHEKISwWXIeLoRwZhX8K/Bt7295vdXrTNs+jZ8jfiYtS617u+fKHvZc2QOAv6c/rSu1pmapmlTwr0BF/4qU8ipFalYqqZmppGalcj72PEduHOHIjSNcSbyS6+/rVbsXb7d5m7aV2wLql5nCPthcIn3KlClUrFiRzZs35/vYo0eP8tZbbxmXvby8qF27NseOHSMwMJD09HRCzSZfCg0NJSMjg9OnT3P//fffsb309HTS09ONy4bLz/R6faHf1Hq9HkVR5I/DAtJXlrNmXzVoAHv2wNixOn78EdLSdACsX6/e8lK/vsL8+QpNmxriKnQ4RULeW5aTvrKcNftK+lsIcc86dFC/5Qb1cjFz5cqBl5c6Ecrp0zkvOQsJAZ2u+OIUQtgkOQ93DLK/js2Z9lerfa1VuhbzH57PZ10/Y8nRJcw9MJcjN48Y709IT+Dvs3/f07arBlSlb92+DGk0hAbBDQDT+Z8zvbZge/tbkDhsLpFesWJFix+bmJiIj49PjnU+Pj4kJSWRmJhoXDa/DyApKSnX7U2bNo3JkyffsT4yMpK0e52B8Ra9Xk98fDyKouDiYnMVdWyK9JXliqKvJk+GV1/VsXRpCb7/3puLF3P/N+Hjo6dTp3S6d0/noYfS8PSEmzetEkKRkfeW5aSvLGfNvjIcu4QQosDq1IHZs9VLxG6vea7Twf33w+7ddz6vbdtiCU8IYdvkPNwxyP46NmfaX1vY18erPM5jlR/jbNxZdl7dqd6u7SQqNcqi55f0KEm9MvVoXq45D1V7iIaBDdHdGrxw87bkiS3sb3Gytf0tyHm4pon0qVOnMnXqVOPyX3/9Rbt27Sx+vp+fH8nJOWfSTU5Oxs/PD79bEywZlg1tw/NyM3bsWMaMGWNcTkhIoFKlSgQFBeHv729xXLnR6/XodDqCgoJs4k1iy6SvLFdUfRUcrNY9f/dd2L1bz9WrkJCglnxJSYHGjaFjR25NROQJFO7vo7jIe8ty0leWs2ZfeXl5WSkqIYRTyisRNmKEWv5Fr1cnIvXzg6AgmdRECCck5+GOS/bXsTnT/trSvpYtW5Y2ddoAoCgKVxKvcDnhMpcTLnMl8QqJ6YmUcC9BCbcSeLl7UdanLKHBoVT0r2hMnOfHlva3ONja/hbkPFzTRPq4ceMYN27cPT+/fv36HD16lN69ewPqJWGnT5+mQYMG1KpVCw8PD44ePUrr1q0BOHLkCB4eHtSqVSvX7Xl6euY6Q7mLi4tVXlidTme1bTk66SvLFWVfubhAAT5T2wV5b1lO+spy1uor6WshRJEpWRJufWYWQjg3OQ93bLK/js2Z9tdW97VyQGUqB1S2+nZtdX+Lii3tb0Fi0D7aQhg6dCizZs3i9OnTpKam8vbbbxMSEkKHDh3w8fHhiSeeYOLEicTFxREZGcnYsWMZOHCgTHAihBBCCCGEEELcAzkPF0II4azsKpG+bds2fH19uXjxIqDOLP7yyy/ToUMHAgMDOXz4MGvWrMHNTR1o/9VXX1GuXDmqVq1KzZo1qVGjBjNnztRyF4QQQgghhBBCCLsh5+FCCCGEyuYmGzUICwtDUZQc69q1a3fHBCUTJkxgwoQJuW7D39+fRYsWFVmMQgghhBBCCCGEo5DzcCGEEOLu7GpEuhBCCCEcT1RUFNWrV2fz5s133JeUlETt2rV57733ij0uIYQQQgghhBDCQBLpQgghhNDMjh07aN26NRcuXMj1/pdeeonz588Xc1RCCCGEEEIIIUROkkgXQgghhCa+//57Bg4cyLRp03K9/7vvvuP69eu0bt26mCMTQgghhBBCCCFykkS6EEIIITTRvXt3zp07x2OPPXbHfcePH2fKlCksXLgQFxf5uCKEEEIIIYQQQls2O9moEEIIIRxbuXLlcl2fmppK//79mT17NiEhIRZtKz09nfT0dONyQkICAHq9Hr1eX6g49Xo9iqIUejvOQPrKctJXBSP9ZTnpK8tZs6+kv4UQQgjHJ4l0IYQQQtiUkSNH0qVLF3r27Gnxc6ZNm8bkyZPvWB8ZGUlaWlqh4tHr9cTHx6MoioyOz4f0leWkrwpG+sty0leWs2ZfJSYmWikqIYQQQtgqSaQLIYQQwqYsXrwYDw8P5s+fD0BSUhK7d+9m+fLlHDlyJNfnjB07ljFjxhiXExISqFSpEkFBQfj7+xcqHr1ej06nIygoSJJS+ZC+spz0VcFIf1lO+spy1uwrLy8vK0UlhBBCCFslifQ8KIoCmC4PLwy9Xk9iYiJeXl7ygTYf0leWk74qGOkvy0lfWc6afWU43hiOP84qNTU1x3JYWBhhYWG89957d32Op6cnnp6exmVDHyYlJRX6ddHr9SQlJVGiRAn5e8iH9JXlpK8KRvrLctJXlrNmXyUlJQFyDLcGOQ+/d7K/js2Z9teZ9hVkf7VWkPNwSaTnwXB5XqVKlTSORAghhDNJTEykZMmSWodh1+QYLoQQQgtyDC88OYYLIYTQgiXHcJ0iX5nflV6v5+rVq/j5+aHT6Qq1LcMl5pcuXSr0JeaOTvrKctJXBSP9ZTnpK8tZs68URSExMZHy5cvbxDfz9kyO4dqQvrKc9FXBSH9ZTvrKcnIMt01yDL93sr+OzZn215n2FWR/tVaQY7iMSM+Di4sLFStWtOo2/f39beJNYg+krywnfVUw0l+Wk76ynLX6SkaxWYccw7UlfWU56auCkf6ynPSV5eQYblvkGF54sr+OzZn215n2FWR/tWTpMVy+KhdCCCGEEEIIIYQQQggh8iCJdCGEEEIIIYQQQgghhBAiD5JILyaenp5MmjQJT09PrUOxedJXlpO+KhjpL8tJX1lO+srxyWtsOekry0lfFYz0l+WkrywnfeX4nO01lv11bM60v860ryD7a09kslEhhBBCCCGEEEIIIYQQIg8yIl0IIYQQQgghhBBCCCGEyIMk0oUQQgghhBBCCCGEEEKIPEgivRjcvHmTvn374ufnR2BgIKNGjSIzM1PrsGxSeHg4YWFhlCpVivLlyzN8+HCSk5O1DsvmDRgwgLCwMK3DsFkpKSm8+OKLBAYGUqpUKXr37s2VK1e0DstmHThwgLCwMAICAggJCWHkyJGkp6drHZZNiYqKonr16mzevNm4Ljw8nObNm+Pt7U3VqlX59ttvtQtQWI0cwy0nx/B7I8fwvMkxvGDkGJ4/OYY7D2c9huf2Hnc0zvaZY9OmTbRo0QJ/f3+qVKnCtGnTtA6p2DjD56TffvsNNzc3fH19jbfBgwdrHVaRsffPdpJILwb9+/fHzc2Nq1evcvjwYTZu3Mj777+vdVg2Jyoqim7duvH4448TGRnJ3r172bt3L2+//bbWodm0uXPn8uuvv2odhk17/vnniYiI4NChQ1y5coUSJUowdOhQrcOyWX379qV58+ZERkZy9OhRDh8+zJQpU7QOy2bs2LGD1q1bc+HCBeO62NhYevToQf/+/YmPj2fx4sWMGTOGDRs2aBipsAY5hltGjuH3Ro7h+ZNjeMHIMTxvcgx3Ls54DM/tPe5onO0zR2RkJD179uSll14iLi6O3bt3s2TJEubNm6d1aEXOWT4n7du3jwEDBpCUlGS8LVy4UOuwiozdf7ZTRJE6e/asAiiXLl0yrlu4cKFSoUIFDaOyTXv37lX69OmTY90XX3yhNGzYUKOIbN/Ro0eVatWqKS+//LLSoUMHrcOxSdevX1dcXFyUiIgI47ro6Gjl8OHDGkZl2+677z7ljTfeUNLS0pSoqCilY8eOSu/evbUOyyYsWLBAqVy5srJs2TIFUDZt2qQoiqLMmzdPqVmzZo7HDhs2THnqqac0iFJYixzDLSfH8IKTY3j+5BhecHIMvzs5hjsXZzyG3+097mic8TNHdHS0sX38+HGlevXqysiRIzWMqOg50+ekzp07K59//rnWYRQLR/hsJyPSi9jRo0cpXbo0FStWNK4LDQ3lypUrxMXFaReYDWrWrBkrVqwwLiuKwh9//EGzZs00jMp2paSkMGDAAL755huCg4O1Dsdm7d+/H29vb3bv3k3t2rUpV64cr776ao6/SZHTkiVLWLx4MT4+PgQGBnL48GFee+01rcOyCd27d+fcuXM89thjOdYfPXqU0NDQHOtCQ0M5duxYcYYnrEyO4ZaTY3jByDHcMnIMLzg5ht+dHMOdizMew+/2Hnc0zviZo3Tp0gBUqlSJ++67j7S0NF588UWNoyo6zvQ5SVEU9u/fz8aNG6levToVK1bkhRdeIDY2VuvQioQjfLaTRHoRS0xMxMfHJ8c6w3JSUpIWIdmFzMxMnnvuOU6cOMEHH3ygdTg2acSIEfTs2ZMHH3xQ61BsWkxMDGlpaaxZs4Zdu3YRERHBzZs3HbrmWGGkpKTw8MMP069fP+Lj4/nvv/949NFHcXGRwwVAuXLlcHNzu2P93f7Xy/95+ybH8Hsjx/D8yTHcMnIMLxg5hudNjuHOxRmP4Xd7jzsyZ/vMcfbsWa5evUqfPn3sqqZ0QTnT56SoqCgaNWrEI488QkREBDt37uTMmTM89dRTWodWJBzhs51z/ZfVgJ+f3x2TXhiW/fz8tAjJ5kVGRvLEE09w/fp1tm7dSkhIiNYh2ZzFixcTERHB9u3btQ7F5nl5eZGVlcX06dMpU6YMAFOmTKFFixYkJibK3+Ft/vnnH6Kjo/n0009xc3PDx8eHoUOH8vDDD3P9+nWn+3BuKT8/Py5dupRjXXJysry/7JwcwwtOjuH5k2O45eQYXjByDL83cgx3THIMd3zO+JnD09OTkJAQnnnmGbp3787169dxd3fXOiyrcrbPSUFBQTkmBq5cuTLTp0932M86jvDZToYnFLH69esTExOT49vCI0eOULFiRUqWLKlhZLbpyJEjNG7cmFKlSrFnzx6qV6+udUg26ccff+T48eMEBQUREBDARx99xPbt2wkICODixYtah2dT6tSpA6ijtAyysrJwcXFxuA8d1uDp6XnHOldXV6Kjo0lMTNQgIvtQv359jh49mmPdkSNHaNCggUYRCWuQY3jByDHcMnIMt5wcwwtGjuH3Ro7hjkmO4Y7NmT5z7Nixg9q1a5OZmWlcl5qaSkxMTI7jo6Nwts9JERERjB07FkVRjOvS0tJwd3fP9bhu7xzis52mFdqdRNu2bZVBgwYpKSkpyvnz55U6deoo7733ntZh2ZwrV64ogYGByhtvvKHo9Xqtw7ErkyZNcvgJOAqjZcuWSufOnZXIyEglJiZG6dy5s/LEE09oHZZNSkpKUqpVq6aMGjVKSU5OVm7cuKF06tRJadeundah2RzMJnGKiopSSpYsqXz11VdKdna2smHDBsXHx8dhJ3lyJnIMt4wcw++dHMPzJsdwy8kx3HJyDHcOznwMx4EnG3W2zxyJiYlKhQoVlLfeektJT09X/v33X6Vp06ZK9+7dtQ6tWDj656QrV64oPj4+ykcffaRkZmYqFy9eVFq2bKm8+OKLWodWZOz9s52MSC8GP//8M3FxcQQHB9O0aVN69uzJ+PHjtQ7L5syePZuoqCi+/vpr/Pz88PX1xdfXl/r162sdmrBzq1evpmrVqoSGhlK3bl0qV67Mt99+q3VYNsnHx4d169Zx/vx5KlWqRGhoKJUqVWLZsmVah2bTypQpw5o1a5g3bx4+Pj4MGzaMmTNnEhYWpnVoopDkGG4ZOYaLoiLHcMvJMfzeyDHccckx3DE522cOX19f/v77bw4cOEBwcDBt2rShZcuWLF26VOvQhBWUL1+ev//+mz/++IMyZcrQrl07wsLCmDFjhtahFRl7/2ynUxSz6weEEEIIIYQQQgghhBBCCJGDjEgXQgghhBBCCCGEEEIIIfIgiXQhhBBCCCGEEEIIIYQQIg+SSBdCCCGEEEIIIYQQQggh8iCJdCGEEEIIIYQQQgghhBAiD5JIF0IIIYQQQgghhBBCCCHyIIl0IYQQQgghhBBCCCGEECIPkkgXQhS54cOHs2TJklzv27x5MzqdjqysrGKOSgghhBBCCCGEEEIIy0giXQhR5MLDw7l586bWYQghhBBCCCGEEEIIcU8kkS6EyNW1a9cIDAykUaNGpKen33H/119/jU6nY8WKFbk+Py4ujvfee4/33nuPEydOsHPnTuPysmXLijp8IYQQwim8+uqr9OrVK9f7jhw5wqBBg4iOji6y368oChkZGVy5coX9+/czc+ZMHn74Yf7++2/jY/799190Oh3//vtvkcUhhBBCCCFEUXPTOgAhhG0KCQlh3rx5PProo4wfP57//e9/xvsOHTrEa6+9xsiRI3n00UdzfX5ycjJLly4lNTWVpKQkjhw5wpEjRwB46KGHaNSoEdnZ2Vy8eBGAU6dO4erqire3N5UrVy76HRRCCCEcXMWKFTl//jytW7dm165deHt7U6JEiVwfW6FCBS5fvlzg37Fp0ya6dOmCoigA1KxZk1deeYXQ0NBCxS6EEEIIIYStkRHpQoi76tOnD88//zyfffYZmzZtAiAxMZEnnniC+vXr50iu365ChQqcPHmSiRMnUqtWLTZu3MjBgwc5efIkn376Kc2aNaNevXoMGTIEgAYNGlCvXj0GDhxYLPsmhBBC2KqkpCQOHTqU4xYTE1Pg7ZQuXZq1a9cCMHjwYDw9PTlx4sQdt6lTpxZou8OHD2fcuHEAdOrUiQsXLnD9+nV69OjBI488wmuvvUb58uVJSkqia9euxMbGAnDhwgXat2/P2bNnjduKiIigSpUqxscIIYQQtuidd97h1KlThd5O9+7deemll6wQUfHKyspiyZIlvPLKK7lesZ4be91XIfIiI9KFEHn6/PPP2bJlC0OGDOHYsWO88sorXL9+nT///BMPD498n79q1Soeeugh7rvvPubNm8fjjz9uvO/XX38lMDCQjh07kpmZyQcffMA///xTlLsjhBBC2Lzdu3fz4IMP5lg3d+5cunbtSkpKSo71sbGxJCcnc/LkSYKDgyldujQAvXr1olWrVowfP55ly5Zx+fJldDoddevWveP3hYSEWBzbxo0bWb58OadPnzauq1KlCgAuLjnH6Bw4cIANGzbg5eUFgLe3Nzdv3mTAgAHs3r0bV1dX6tevT69evRg5ciSLFi2yOA4hhBCiuKxfv56PP/6YNm3aGK/AMnB3d6dGjRp3POfixYt3HLNBvXI7Li6OkydP3nFfhQoV8PPzs17g+bj//vs5fPhwjnWKonD8+HGSkpKIjIzk5MmT7Nu3j7Vr1xIXF8czzzxDWloanp6exufYw74KYS2SSBdC5MnHx4fFixfTunVrOnfuzL59+/jpp5+oWbNmvs89f/48f/75J+Hh4SxYsKAYohVCCCEcx7Vr1wBo1qwZAE8//TRbtmzJ9bH16tXjk08+4Y033gDUUe2pqamAmih3d3e/40S2oOXUFEXhjTfe4PXXXzee/KakpBjLtCUnJxMTE2NM6i9btox27doZy8mULVuWZcuW0bRpU3744QeGDh0KwJtvvknNmjV56623pCSMEEIIm5KUlMSIESMAePjhh++4v1atWjm+XDbI65gN8PPPP9+x7qeffqJ///55xpOQkMD777/Pzz//TGRkJKGhoXzxxRe0atUqv13hk08+4eDBgyxZsgSA33//nbS0NAB27dplPC7Xr18fV1dXSpYsSUxMDJMmTeL+++9n6tSpzJ8/32r72rBhQ3r27MmhQ4coVapUvvELYQuktIsQIl9NmzblzTffZN++ffTu3Tvfg7vBr7/+SnZ2Nt27dychIYHnn3+ecuXKMWPGjKINWAghhHAA5cqVo1y5cri6ugKwefNmFEXJcRs9ejQPPfSQMcmdm1mzZlGvXr07bgUtp7ZmzRoiIiKMZdkA9u7da9ze5s2bWbBgAfXq1WPq1KksWLCAZ599Nsc2GjRowIsvvsiHH36IXq8HoGrVqjz44IN8/PHHBYpHCCGEKEqZmZk8/fTT6PV6/vvvvxzH37179xIQEMBHH3101+ePHz/e+PiwsLAcx/GsrCyaNGnCvn37jOvyO8+OioqiTZs2bNmyhRkzZrBixQqys7Pp1atXviXSDKXczOOtWrUqdevWpW7dulSqVCnH49evX89vv/0GwHvvvccDDzxg/DxirX01vypNCHshiXQhRL7S0tJYvXo1Op2ODRs25PqNe2769u3L8uXLmTNnDiVKlOCFF15gzpw59OzZE4B+/frRsWNHQL0kbvLkyUW2D0IIIYS9u3DhAi+++OI91Us3XI5uuE2aNKnA2/j5559p1aoVQUFBxnVhYWEoioJeryc4OJjXX38dRVFISEggJCSEp5566o7tvP7661y4cIE9e/YY1/Xo0YNVq1ZZXHdVCCGEKEoJCQk88sgjrFixgrNnz1KlShV0Op3x1rx5c+Li4njsscfQ6XR8//33d2wjLS2NkydPcvLkSfbv38+xY8eMy4Z1ERERnDx50qL668888wyKorBlyxYee+wxevTowZw5c4iJiWHlypV5Pnfs2LE89dRTOa5EUxTFGMulS5dyPF6n0+VYdnV1vaOEmzX29c0332Tp0qUcOXIk3/0XwhZIaRchRL5effVVTpw4wfLlyxk8eDADBw5k165duLu75/m8WrVqUatWLUBNlPv6+nL48GHjQfqLL74gICDAWH/966+/5tChQ0W9O0IIIYRduP0ktkyZMhw/fpxu3bqxZcsWvL29Ld7Wjh077themzZtChTPunXrGDx4cK73rV27lps3b7Jo0SJOnTpFy5YtmTNnDm5uOU83Dh48yOeff84///yT4zL0tm3bkpSUxPbt2+ncuXOB4hJCCCGsadu2bQwePNhYmmz+/PnGY9asWbPYtWsXixcvNj4+LCws1+0cO3aMevXqGZcNJWLMGa7ycnV1JSsr664xbdy4kTVr1rB27docx//q1asDalnVuzl69CgrV668ox56ZGRkjvjy4uHhcUd9eHP3uq/mV6WZ96kQtkpGpAsh8vTrr7/yzTffMGnSJPr06cPnn3/O/v37mThxYp7PUxSFiIgIZs+ezZNPPklSUhITJ07kl19+ITAwEIDy5csbvxGvU6eOcb0QQggh1MuwT5w4Qfny5QHw9/fnjz/+IDY2lrfffrtA22rcuLFxeydOnGD48OEFen56ejo3b96kQoUKud731ltvAerI8gsXLnD9+nVatWrFkSNH2LdvHwBubm58++23XLt2jU6dOuXYhuGS8nPnzhUoLiGEEMLaSpYsSdu2bdm5cyegllqrWrUqVatWJSAgAC8vL+Ny1apV7/jS2KBp06bGK8FKlizJr7/+alzOzMwEYNOmTcbyJ3n59ttvqVq1Kh07diQrK8t4S0hIAMhzkNsvv/xClSpV7piHJCoqCoDr168b47qbEiVK5HnVWGH2Va5KE/ZERqQLIe7qwoULPP/887Rt25Z33nkHgOeee44//viD6dOn0717dzp06JDrc+Pj4wkLC8Pd3Z3OnTvj7u7OvHnzeOaZZwB4+eWXi2s3hBBCCLtUt25dIOfJcUBAAHPmzOGRRx5hypQpFm+rRIkSxu0BBf7yOjo6GsA4yai5ESNGkJSURIcOHShTpgzz58+nU6dOvPvuu3Tt2pUbN24QFhZGamoq8+fPZ9WqVXdsIyAgIMfvEUIIIbQSGhrKokWLjMuG0qTmDKPVC2Lw4MHG8+GC0Ov1rF27lri4ODw8PHJ9TLVq1e76/HXr1tG0adM71kdFReHi4pKjZJshma7T6XIk1n19fUlOTiY7OzvPWukGBdlXuSpN2BNJpAshcpWZmcmTTz4JwKJFi3IcLOfNm0fDhg0ZPHgwR44cMZ78mgsICODkyZOUKVMGgD/++ANfX98cj7l69SopKSkAnDp1yviNuBBCCCHurkuXLhw7dizX4+/dpKamcvLkSeNyQY+5huN5XFxcjvXvvfceP//8M5s2bTLWXW/evDnHjh2jbNmyXL9+3fj727dvT5cuXejWrdsd209MTMzxe4QQQgitGSbFXrJkibG0y4wZM9ixYwe//vqr8XHmpcoMMjMzcXV15dKlS6Snp7Nu3Trj9syVLFmSxMTEXL+oNjh16hRxcXFMmTKF7t2757hv1qxZ/PDDDzRv3vyuz7948SItW7a8Y31kZCR6vT7Huf7+/fsB8Pb2Jjk52bi+VKlSAFy7do2KFStadV/Nr0qTRLqwdZJIF0Lk6p133iE8PJylS5dSpUqVHPcFBQUxf/58HnroIV566SWWLl2a6zbyOxkePXq0sd2gQQOg4PVahRBCCEd1e01zc3mNPMvNgQMH7qiDWpBjrqenJ+XLl79jMrKBAwfSpUsXmjRpkmN91apVje2YmBgef/xxIiMjWb16da7bv3LlCkCOSdCEEEIILcXHxwNqaTUvLy9ALVPm4uJiXIbcj9epqal4enrSo0cPIiIi8vw933//vbF+eG7+/fdfAFq0aHHHyPJjx45Ro0YNateufdfnR0dH55qoj4r6f3v3F9L098dx/PVV05RoaJkbFc0sC7MYWBimSV4oM8MIuioo6I+W4kUFRSF4MbxoeBF0EWEIiUYGIdkfhgyEEDZbTBn239JER/krCSKKLfa7+NK+X3XOvl/tj7/f83H3OZxzOIddfNj7c97v8x+lp6fr7t27GhwclNVq1devXyX9dQL9m9TUVMXFxenFixdTAumz3StZaZhPqJEOIKKGhgaFQqHwqfTJSktLFQqFpg2if49Xr16F66aFQqHwSTYAADC1RvpsbNu2bdbv3OLiYnV3d09oy8zMVH5+fsT+oVBIN27ckMVi0cjIiJxOp9LS0iL2dbvdSkxM1Pbt2//xugAA+BGePXsmSSorK5PJZJLJZFJDQ4N6enrCzyaTSX6/f8rYt2/fKiUlRX19fXK5XEpISJDdblcgEFAgENC7d++0Y8cOmc1m7dy5M+o6vtUYn1xSpbe3Vw8fPtTRo0ejjl+yZMmUjDJJWrt2rSorK7V+/fpweZdvGWsmkync7+XLl/J4PFqzZk34xPpc7pWsNMwnnEgH8FNMfnFHepHX1dWprq7up6wHAIDfVXJysgoLC8M1zQsKCib8oZX+TMfu6+vT8PBw1JPrknTq1CnV1NRMaauurtbQ0JDev3//XfVO9+7dq+bmZvn9/inr+Tuv16vbt2+rublZAwMDOnLkiM6fP6/FixdPO6ajo0NlZWVKSkqacR0AAPwMTqdTqampevLkiWJipj+HumHDhgnPnz590ujoqNLT0xUbG6vc3Fw1NTXpwIEDGh8fV2FhoSorK5WUlKSurq4Z7y1ZvXq1JMnn84Uv6w4Gg6qpqVF6erqqq6tnHD85o0ySioqKwvONjY0pNjZWg4ODMplME8rHeb1enT59WiUlJers7NTJkyfndK9kpWE+IZAOAAAA/EZycnLU1dUVfo6U/RUfH69du3YpEAjowoULUeebfEfJt7ZFixYpNzdXw8PDUwLtkVitVmVnZ6uxsVG1tbXT9vN6vWpubtbu3btVUVGhjIyMqPP6/X7du3dPPT09M64BAICfYXBwUHa7XVVVVUpJSYnad/IHbYfDoZiYGG3ZsiXctmfPHnV3d6u+vl719fXKyMhQR0fHlDKqkWRnZysnJ0c2m01paWkyGAxqaGjQo0eP5HQ6Z/wIXVxcrIsXLyoUCk378X1oaEhGo1F37txRfn6+xsbGwneruN1uDQwMaNmyZbp8+bJGRka0fPnyOdsrWWmYT/4I/f0aXgAAAAD/V6L9sZ7M4XDo4MGDev78ecQA/b9x/Phxffz4UVevXp2T+QAAmI2BgQGVlJQoPj5ebrc7Yn3xz58/6/Xr1/ry5Yvy8vJ06dIl7du3T5JUWFioxMRE1dbWyufzye12q729XTExMdq/f79WrFihpqYmPX36VFu3blV+fr7WrVunzZs3a9OmTRHXNDQ0pIqKCt2/f18LFy6U1WqVzWabcCfJdPr7+7Vx40a5XK4pl5LevHlTZrNZZ8+e1ePHjzUyMqLW1lbV1tZqeHhY2dnZslgs6uzs1LFjx9TW1iaLxaLGxsY522t5ebkSEhLU1tb2T34m4JcgkA4AAADgu1VVVclgMKi+vn7Wc/X396u0tFS9vb1KTk6eg9UBADA71dXV8ng8am9vl9FojNgnEAjIbDZrdHRUWVlZcjqdMhqNGhsbU15enlpaWnTixAl9+PBBeXl5KioqUnl5+YRLSl0ulxwOhx48eCCPxyObzabDhw//kD2Vl5dr6dKlunLlyoT2Q4cOqaWlRZmZmTpz5oxu3bqla9euaXx8XAaDIVz67fr168rKytKbN2/kdrt17ty5Odmr3+/XqlWr1NPTI4vF8kP2DswlAukAAAAAAACA/szUCgaDWrBgwb8aHwwGFRf3e1VS9vl8KigokM/n08qVK+ds3tnulaw0zDcE0gEAAAAAAID/YXa7XV6vV62trb96KZLISsP8RCAdAAAAAAAAAIAoYn71AgAAAAAAAAAA+J0RSAcAAAAAAAAAIAoC6QAAAAAAAAAAREEgHQAAAAAAAACAKAikAwAAAAAAAAAQBYF0AAAAAAAAAACiIJAOAAAAAAAAAEAUBNIBAAAAAAAAAIiCQDoAAAAAAAAAAFEQSAcAAAAAAAAAIAoC6QAAAAAAAAAARPFf5inOcAbYuU8AAAAASUVORK5CYII=",
            "text/plain": [
              "<Figure size 1500x400 with 3 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 8：设置坐标轴标签\n",
        "x = np.linspace(0, 10, 100)\n",
        "y = np.sin(x)\n",
        "\n",
        "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n",
        "\n",
        "# 1. 基础标签\n",
        "axes[0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0].set_xlabel('X 轴', fontsize=12)\n",
        "axes[0].set_ylabel('Y 轴', fontsize=12)\n",
        "axes[0].set_title('基础标签', fontsize=14)\n",
        "axes[0].grid(True, alpha=0.3)\n",
        "\n",
        "# 2. 带单位的标签\n",
        "time = np.linspace(0, 10, 100)\n",
        "temperature = 20 + 5 * np.sin(time) + np.random.normal(0, 0.5, 100)\n",
        "axes[1].plot(time, temperature, 'r-', linewidth=2, alpha=0.7)\n",
        "axes[1].set_xlabel('时间 (秒)', fontsize=12)\n",
        "axes[1].set_ylabel('温度 (°C)', fontsize=12)\n",
        "axes[1].set_title('带单位的标签', fontsize=14)\n",
        "axes[1].grid(True, alpha=0.3)\n",
        "\n",
        "# 3. 使用 LaTeX 数学公式\n",
        "x_math = np.linspace(0, 2*np.pi, 100)\n",
        "y_math = np.sin(x_math)\n",
        "axes[2].plot(x_math, y_math, 'g-', linewidth=2)\n",
        "axes[2].set_xlabel(r'角度 $\\theta$ (弧度)', fontsize=12)\n",
        "axes[2].set_ylabel(r'函数值 $f(\\theta) = \\sin(\\theta)$', fontsize=12)\n",
        "axes[2].set_title('LaTeX 数学公式标签', fontsize=14)\n",
        "axes[2].grid(True, alpha=0.3)\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.5 plt.title()：设置图表标题\n",
        "\n",
        "`plt.title()` 用于设置图表的标题。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.title(label, fontsize=None, color=None, loc='center', ...)\n",
        "```\n",
        "\n",
        "**参数说明**：\n",
        "- `label`: 标题文本（字符串）\n",
        "- `fontsize`: 字体大小\n",
        "- `color`: 标题颜色\n",
        "- `loc`: 标题位置（'left', 'center', 'right'）\n",
        "- `pad`: 标题与图表顶部的距离（像素）\n",
        "\n",
        "**使用场景**：\n",
        "- 说明图表的主题或内容\n",
        "- 提供图表的简要描述\n",
        "- 提高图表的可读性\n",
        "\n",
        "**注意事项**：\n",
        "- 标题应该简洁明了\n",
        "- 避免使用过长的标题\n",
        "- 可以使用多行标题（使用 `\\n` 换行）\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1500x400 with 3 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 9：设置图表标题\n",
        "x = np.linspace(0, 10, 100)\n",
        "y1 = np.sin(x)\n",
        "y2 = np.cos(x)\n",
        "\n",
        "fig, axes = plt.subplots(1, 3, figsize=(15, 4))\n",
        "\n",
        "# 1. 基础标题\n",
        "axes[0].plot(x, y1, 'b-', linewidth=2, label='sin(x)')\n",
        "axes[0].set_title('正弦函数', fontsize=14)\n",
        "axes[0].set_xlabel('X', fontsize=10)\n",
        "axes[0].set_ylabel('Y', fontsize=10)\n",
        "axes[0].grid(True, alpha=0.3)\n",
        "axes[0].legend()\n",
        "\n",
        "# 2. 多行标题\n",
        "axes[1].plot(x, y1, 'b-', linewidth=2, label='sin(x)')\n",
        "axes[1].plot(x, y2, 'r--', linewidth=2, label='cos(x)')\n",
        "axes[1].set_title('三角函数对比\\n正弦函数 vs 余弦函数', fontsize=14)\n",
        "axes[1].set_xlabel('X', fontsize=10)\n",
        "axes[1].set_ylabel('Y', fontsize=10)\n",
        "axes[1].grid(True, alpha=0.3)\n",
        "axes[1].legend()\n",
        "\n",
        "# 3. 不同位置的标题\n",
        "axes[2].plot(x, y1, 'b-', linewidth=2)\n",
        "axes[2].set_title('左对齐标题', fontsize=14, loc='left')\n",
        "axes[2].set_xlabel('X', fontsize=10)\n",
        "axes[2].set_ylabel('Y', fontsize=10)\n",
        "axes[2].grid(True, alpha=0.3)\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### 2.6 plt.grid()：显示网格线\n",
        "\n",
        "`plt.grid()` 用于在图表中显示网格线，提高数据的可读性。\n",
        "\n",
        "**语法格式**：\n",
        "```python\n",
        "plt.grid(visible=True, which='major', axis='both', alpha=0.5, ...)\n",
        "```\n",
        "\n",
        "**参数说明**：\n",
        "- `visible`: 是否显示网格（True/False）\n",
        "- `which`: 显示哪些网格线（'major', 'minor', 'both'）\n",
        "- `axis`: 显示哪个轴的网格（'x', 'y', 'both'）\n",
        "- `alpha`: 透明度（0-1之间）\n",
        "- `linestyle`: 线型（'-', '--', '-.', ':'）\n",
        "- `linewidth`: 线宽\n",
        "- `color`: 网格线颜色\n",
        "\n",
        "**使用场景**：\n",
        "- 提高数据点的可读性\n",
        "- 帮助估算数值\n",
        "- 使图表更加专业\n",
        "\n",
        "**注意事项**：\n",
        "- 网格线应该足够淡，不能干扰主要数据\n",
        "- 通常使用 `alpha=0.3` 到 `0.5` 的透明度\n",
        "- 可以根据需要只显示某个方向的网格\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1200x1000 with 4 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 示例 10：网格线的不同样式\n",
        "x = np.linspace(0, 10, 100)\n",
        "y = np.sin(x)\n",
        "\n",
        "fig, axes = plt.subplots(2, 2, figsize=(12, 10))\n",
        "\n",
        "# 1. 无网格\n",
        "axes[0, 0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0, 0].set_title('无网格', fontsize=12)\n",
        "axes[0, 0].grid(False)\n",
        "\n",
        "# 2. 默认网格（两个方向）\n",
        "axes[0, 1].plot(x, y, 'b-', linewidth=2)\n",
        "axes[0, 1].set_title('默认网格（两个方向）', fontsize=12)\n",
        "axes[0, 1].grid(True, alpha=0.3)\n",
        "\n",
        "# 3. 只显示水平网格\n",
        "axes[1, 0].plot(x, y, 'b-', linewidth=2)\n",
        "axes[1, 0].set_title('只显示水平网格', fontsize=12)\n",
        "axes[1, 0].grid(True, axis='y', alpha=0.5, linestyle='--', color='gray')\n",
        "\n",
        "# 4. 自定义网格样式\n",
        "axes[1, 1].plot(x, y, 'b-', linewidth=2)\n",
        "axes[1, 1].set_title('自定义网格样式', fontsize=12)\n",
        "axes[1, 1].grid(True, alpha=0.4, linestyle=':', linewidth=0.8, color='red')\n",
        "\n",
        "plt.tight_layout()\n",
        "plt.show()\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 总结\n",
        "\n",
        "本部分学习了坐标轴操作：\n",
        "\n",
        "- ✅ `plt.xlim()` 和 `plt.ylim()` 设置坐标轴范围\n",
        "- ✅ `plt.axis()` 一次性设置 x 和 y 轴范围\n",
        "- ✅ `plt.xticks()` 和 `plt.yticks()` 设置刻度位置和标签\n",
        "- ✅ `plt.xlabel()` 和 `plt.ylabel()` 设置坐标轴标签\n",
        "- ✅ `plt.title()` 设置图表标题\n",
        "- ✅ `plt.grid()` 显示网格线\n",
        "\n",
        "**下一步**：学习图例和标注，掌握如何添加图例、文本标注和箭头注释。\n"
      ]
    }
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